DataFrame
NO COMPARISON TARGET
14606
ROWS
0
DUPLICATES
7.2 MB
RAM
62
FEATURES
11
CATEGORICAL
51
NUMERICAL
0
TEXT
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
cons_12m
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
11,065
(76%)
ZEROES:
117
(<1%)
MAX
6.79
95%
5.96
Q3
4.61
AVG
4.22
MEDIAN
4.15
Q1
3.75
5%
3.18
MIN
0.00
RANGE
6.79
IQR
0.856
STD
0.885
VAR
0.782
KURT.
4.28
SKEW
-0.380
SUM
61,695
2
cons_gas_12m
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2,112
(14%)
ZEROES:
11,994
(82%)
MAX
6.62
95%
4.88
Q3
0.00
AVG
0.78
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
6.62
IQR
0.00
STD
1.72
VAR
2.95
KURT.
1.83
SKEW
1.88
SUM
11,382
3
cons_last_month
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
4,751
(33%)
ZEROES:
4,983
(34%)
MAX
5.89
95%
4.91
Q3
3.53
MEDIAN
2.90
AVG
2.26
Q1
0.00
5%
0.00
MIN
0.00
RANGE
5.89
IQR
3.53
STD
1.77
VAR
3.13
KURT.
-1.34
SKEW
-0.191
SUM
33,077
4
forecast_cons_12m
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
13,993
(96%)
ZEROES:
306
(2%)
MAX
4.92
95%
3.79
Q3
3.38
MEDIAN
3.05
AVG
2.96
Q1
2.70
5%
1.93
MIN
0.00
RANGE
4.92
IQR
0.685
STD
0.684
VAR
0.467
KURT.
6.54
SKEW
-2.03
SUM
43,266
5
forecast_discount_energy
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
14,094
(96%)
MAX
30.0
95%
0.0
Q3
0.0
AVG
1.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
0.00
STD
5.11
VAR
26.1
KURT.
24.9
SKEW
5.16
SUM
14,120
6
forecast_meter_rent_12m
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
3,528
(24%)
ZEROES:
725
(5%)
MAX
2.78
95%
2.17
Q3
2.12
AVG
1.52
MEDIAN
1.30
Q1
1.24
5%
0.12
MIN
0.00
RANGE
2.78
IQR
0.886
STD
0.571
VAR
0.327
KURT.
0.370
SKEW
-0.604
SUM
22,160
7
forecast_price_energy_off_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
516
(4%)
ZEROES:
22
(<1%)
MAX
0.274
95%
0.166
Q3
0.146
MEDIAN
0.143
AVG
0.137
Q1
0.116
5%
0.113
MIN
0.000
RANGE
0.274
IQR
0.030
STD
0.025
VAR
6.06e-4
KURT.
8.36
SKEW
-0.120
SUM
2,005
8
forecast_price_energy_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
329
(2%)
ZEROES:
7,021
(48%)
MAX
0.196
95%
0.102
Q3
0.099
MEDIAN
0.084
AVG
0.050
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.196
IQR
0.099
STD
0.049
VAR
0.002
KURT.
-1.89
SKEW
-0.014
SUM
737
9
forecast_price_pow_off_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
41
(<1%)
ZEROES:
94
(<1%)
MAX
59.3
95%
46.3
Q3
44.3
MEDIAN
44.3
AVG
43.1
Q1
40.6
5%
40.6
MIN
0.0
RANGE
59.3
IQR
3.70
STD
4.49
VAR
20.1
KURT.
54.7
SKEW
-5.00
SUM
630k
10
has_gas
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
11
imp_cons
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
7,752
(53%)
ZEROES:
6,169
(42%)
MAX
4.18
95%
2.81
Q3
2.29
MEDIAN
1.58
AVG
1.24
Q1
0.00
5%
0.00
MIN
0.00
RANGE
4.18
IQR
2.29
STD
1.14
VAR
1.30
KURT.
-1.69
SKEW
0.012
SUM
18,122
12
margin_gross_pow_ele
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2,391
(16%)
ZEROES:
157
(1%)
MAX
375
95%
52
Q3
30
AVG
25
MEDIAN
22
Q1
14
5%
4
MIN
0
RANGE
375
IQR
15.6
STD
20.2
VAR
409
KURT.
35.9
SKEW
4.47
SUM
359k
13
margin_net_pow_ele
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2,391
(16%)
ZEROES:
157
(1%)
MAX
375
95%
52
Q3
30
AVG
25
MEDIAN
22
Q1
14
5%
4
MIN
0
RANGE
375
IQR
15.6
STD
20.2
VAR
409
KURT.
35.9
SKEW
4.47
SUM
359k
14
nb_prod_act
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
15
net_margin
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
11,965
(82%)
ZEROES:
185
(1%)
MAX
24,571
95%
588
Q3
243
AVG
189
MEDIAN
113
Q1
51
5%
11
MIN
0
RANGE
24,571
IQR
192
STD
312
VAR
97,218
KURT.
2,643
SKEW
36.6
SUM
2.8M
16
pow_max
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
698
(5%)
ZEROES:
---
MAX
320
95%
42
Q3
19
AVG
18
MEDIAN
14
Q1
12
5%
10
MIN
3
RANGE
317
IQR
6.67
STD
13.5
VAR
183
KURT.
59.2
SKEW
5.79
SUM
265k
17
var_year_price_off_peak_var
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
4,672
(32%)
ZEROES:
100
(<1%)
MAX
0.005
95%
0.000
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.005
IQR
1.34e-5
STD
2.19e-4
VAR
4.79e-8
KURT.
179
SKEW
12.1
SUM
0.603
18
var_year_price_peak_var
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2,694
(18%)
ZEROES:
6,396
(44%)
MAX
0.005
95%
0.000
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.005
IQR
4.40e-6
STD
2.14e-4
VAR
4.57e-8
KURT.
118
SKEW
8.98
SUM
0.652
19
var_year_price_mid_peak_var
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
1,893
(13%)
ZEROES:
9,019
(62%)
MAX
0.003
95%
0.000
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.003
IQR
7.17e-7
STD
1.27e-4
VAR
1.63e-8
KURT.
99.4
SKEW
8.72
SUM
0.305
20
var_year_price_off_peak_fix
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
885
(6%)
ZEROES:
1,401
(10%)
MAX
345
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
345
IQR
0.008
STD
11.0
VAR
121
KURT.
522
SKEW
22.1
SUM
10,071
21
var_year_price_peak_fix
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
379
(3%)
ZEROES:
9,710
(66%)
MAX
271
95%
0
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
271
IQR
0.001
STD
13.6
VAR
184
KURT.
74.0
SKEW
7.91
SUM
31,023
22
var_year_price_mid_peak_fix
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
369
(3%)
ZEROES:
9,710
(66%)
MAX
74.8
95%
0.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
74.8
IQR
6.43e-4
STD
5.70
VAR
32.5
KURT.
71.8
SKEW
7.91
SUM
12,941
23
var_year_price_off_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
5,765
(39%)
ZEROES:
100
(<1%)
MAX
345
95%
1
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
345
IQR
0.008
STD
11.0
VAR
121
KURT.
522
SKEW
22.1
SUM
10,072
24
var_year_price_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2,936
(20%)
ZEROES:
6,396
(44%)
MAX
271
95%
0
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
271
IQR
0.001
STD
13.6
VAR
184
KURT.
74.0
SKEW
7.91
SUM
31,024
25
var_year_price_mid_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2,145
(15%)
ZEROES:
9,019
(62%)
MAX
74.8
95%
0.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
74.8
IQR
6.45e-4
STD
5.70
VAR
32.5
KURT.
71.8
SKEW
7.91
SUM
12,941
26
var_6m_price_off_peak_var
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2,401
(16%)
ZEROES:
104
(<1%)
MAX
0.006
95%
0.000
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.006
IQR
7.78e-6
STD
2.04e-4
VAR
4.17e-8
KURT.
324
SKEW
17.0
SUM
0.364
27
var_6m_price_peak_var
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
1,412
(10%)
ZEROES:
6,768
(46%)
MAX
0.005
95%
0.000
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.005
IQR
2.90e-6
STD
2.23e-4
VAR
4.98e-8
KURT.
98.0
SKEW
8.95
SUM
0.483
28
var_6m_price_mid_peak_var
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
873
(6%)
ZEROES:
9,161
(63%)
MAX
0.002
95%
0.000
Q3
0.000
AVG
0.000
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.002
IQR
4.86e-10
STD
1.27e-4
VAR
1.62e-8
KURT.
108
SKEW
10.1
SUM
0.205
29
var_6m_price_off_peak_fix
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
257
(2%)
ZEROES:
8,858
(61%)
MAX
526
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
526
IQR
0.008
STD
18.2
VAR
332
KURT.
541
SKEW
22.9
SUM
13,479
30
var_6m_price_peak_fix
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
110
(<1%)
ZEROES:
12,648
(87%)
MAX
399
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
399
IQR
0.00
STD
13.8
VAR
189
KURT.
139
SKEW
10.7
SUM
21,328
31
var_6m_price_mid_peak_fix
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
105
(<1%)
ZEROES:
12,648
(87%)
MAX
80.9
95%
0.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
80.9
IQR
0.00
STD
5.90
VAR
34.8
KURT.
102
SKEW
9.86
SUM
9,266
32
var_6m_price_off_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2,572
(18%)
ZEROES:
104
(<1%)
MAX
526
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
526
IQR
0.008
STD
18.2
VAR
332
KURT.
541
SKEW
22.9
SUM
13,479
33
var_6m_price_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
1,497
(10%)
ZEROES:
6,768
(46%)
MAX
399
95%
0
Q3
0
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
399
IQR
2.90e-6
STD
13.8
VAR
189
KURT.
139
SKEW
10.7
SUM
21,329
34
var_6m_price_mid_peak
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
956
(7%)
ZEROES:
9,161
(63%)
MAX
80.9
95%
0.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
80.9
IQR
4.86e-10
STD
5.90
VAR
34.8
KURT.
102
SKEW
9.86
SUM
9,266
35
churn
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
36
offpeak_diff_dec_january_energy
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
1,913
(13%)
ZEROES:
100
(<1%)
MAX
0.169
95%
0.000
Q3
-0.004
AVG
-0.005
MEDIAN
-0.005
Q1
-0.008
5%
-0.011
MIN
-0.148
RANGE
0.317
IQR
0.004
STD
0.012
VAR
1.45e-4
KURT.
51.2
SKEW
3.38
SUM
-66.7
37
offpeak_diff_dec_january_power
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
114
(<1%)
ZEROES:
1,462
(10%)
MAX
40.7
95%
1.7
Q3
0.2
AVG
0.3
MEDIAN
0.2
Q1
0.0
5%
-0.0
MIN
-44.3
RANGE
85.0
IQR
0.178
STD
1.35
VAR
1.82
KURT.
528
SKEW
-9.28
SUM
4,068
38
off_peak_peak_var_mean_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
3,477
(24%)
ZEROES:
20
(<1%)
MAX
0.278
95%
0.151
Q3
0.149
AVG
0.090
MEDIAN
0.082
Q1
0.021
5%
0.020
MIN
0.000
RANGE
0.278
IQR
0.128
STD
0.061
VAR
0.004
KURT.
-1.60
SKEW
-0.060
SUM
1,318
39
peak_mid_peak_var_mean_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
1,801
(12%)
ZEROES:
6,396
(44%)
MAX
0.196
95%
0.087
Q3
0.030
MEDIAN
0.029
AVG
0.024
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.196
IQR
0.030
STD
0.029
VAR
8.32e-4
KURT.
0.897
SKEW
1.28
SUM
347
40
off_peak_mid_peak_var_mean_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
3,691
(25%)
ZEROES:
20
(<1%)
MAX
0.278
95%
0.170
Q3
0.150
MEDIAN
0.147
AVG
0.114
Q1
0.051
5%
0.049
MIN
0.000
RANGE
0.278
IQR
0.099
STD
0.053
VAR
0.003
KURT.
-1.43
SKEW
-0.302
SUM
1,666
41
off_peak_peak_fix_mean_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
741
(5%)
ZEROES:
105
(<1%)
MAX
59.3
95%
44.5
Q3
44.4
MEDIAN
44.3
AVG
33.5
Q1
16.3
5%
16.2
MIN
0.0
RANGE
59.3
IQR
28.1
STD
13.8
VAR
191
KURT.
-1.62
SKEW
-0.489
SUM
489k
42
peak_mid_peak_fix_mean_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
281
(2%)
ZEROES:
8,960
(61%)
MAX
28.1
95%
8.1
Q3
8.1
AVG
3.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
28.1
IQR
8.12
STD
4.82
VAR
23.2
KURT.
6.49
SKEW
1.90
SUM
49,123
43
off_peak_mid_peak_fix_mean_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
734
(5%)
ZEROES:
105
(<1%)
MAX
59.3
95%
44.6
Q3
44.4
MEDIAN
44.3
AVG
36.8
Q1
24.4
5%
24.3
MIN
0.0
RANGE
59.3
IQR
20.0
STD
10.2
VAR
105
KURT.
-0.719
SKEW
-0.683
SUM
538k
44
off_peak_peak_var_max_monthly_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
375
(3%)
ZEROES:
20
(<1%)
MAX
0.281
95%
0.153
Q3
0.151
AVG
0.094
MEDIAN
0.085
Q1
0.023
5%
0.022
MIN
0.000
RANGE
0.281
IQR
0.129
STD
0.061
VAR
0.004
KURT.
-1.47
SKEW
-0.042
SUM
1,377
45
peak_mid_peak_var_max_monthly_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
230
(2%)
ZEROES:
6,396
(44%)
MAX
0.230
95%
0.089
Q3
0.034
MEDIAN
0.032
AVG
0.029
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.230
IQR
0.034
STD
0.033
VAR
0.001
KURT.
-0.225
SKEW
0.913
SUM
430
46
off_peak_mid_peak_var_max_monthly_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
412
(3%)
ZEROES:
20
(<1%)
MAX
0.281
95%
0.172
Q3
0.152
MEDIAN
0.150
AVG
0.120
Q1
0.055
5%
0.054
MIN
0.000
RANGE
0.281
IQR
0.098
STD
0.052
VAR
0.003
KURT.
-1.15
SKEW
-0.318
SUM
1,751
47
off_peak_peak_fix_max_monthly_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
41
(<1%)
ZEROES:
105
(<1%)
MAX
59.4
95%
45.9
Q3
44.4
MEDIAN
44.3
AVG
34.3
Q1
16.3
5%
16.2
MIN
0.0
RANGE
59.4
IQR
28.2
STD
13.9
VAR
192
KURT.
-1.51
SKEW
-0.589
SUM
501k
48
peak_mid_peak_fix_max_monthly_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
8,960
(61%)
MAX
28.1
95%
8.1
Q3
8.1
AVG
3.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
28.1
IQR
8.15
STD
4.86
VAR
23.7
KURT.
6.38
SKEW
1.88
SUM
49,877
49
off_peak_mid_peak_fix_max_monthly_diff
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
40
(<1%)
ZEROES:
105
(<1%)
MAX
59.4
95%
45.9
Q3
44.4
MEDIAN
44.4
AVG
37.4
Q1
24.4
5%
24.3
MIN
0.0
RANGE
59.4
IQR
20.0
STD
10.3
VAR
105
KURT.
-0.570
SKEW
-0.774
SUM
547k
50
tenure
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
13.0
95%
7.0
Q3
6.0
AVG
5.3
MEDIAN
5.0
Q1
4.0
5%
3.0
MIN
2.0
RANGE
11.0
IQR
2.00
STD
1.70
VAR
2.88
KURT.
3.08
SKEW
1.16
SUM
77,674
51
months_activ
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
123
(<1%)
ZEROES:
---
MAX
151
95%
79
Q3
71
AVG
59
MEDIAN
57
Q1
44
5%
33
MIN
16
RANGE
135
IQR
27.0
STD
19.4
VAR
375
KURT.
3.71
SKEW
1.37
SUM
855k
52
months_to_end
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
106
(<1%)
MAX
17.0
95%
12.0
Q3
9.0
AVG
6.4
MEDIAN
6.0
Q1
3.0
5%
1.0
MIN
0.0
RANGE
17.0
IQR
6.00
STD
3.51
VAR
12.3
KURT.
-1.24
SKEW
-0.045
SUM
93,384
53
months_modif_prod
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
144
(<1%)
ZEROES:
629
(4%)
MAX
151
95%
77
Q3
64
AVG
35
MEDIAN
30
Q1
6
5%
1
MIN
0
RANGE
151
IQR
58.0
STD
30.2
VAR
915
KURT.
-0.253
SKEW
0.596
SUM
518k
54
months_renewal
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
2,215
(15%)
MAX
30.0
95%
10.0
Q3
8.0
MEDIAN
5.0
AVG
4.9
Q1
2.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
6.00
STD
3.80
VAR
14.4
KURT.
1.72
SKEW
0.758
SUM
71,723
55
channel_MISSING
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
56
channel_ewpakwlliwisiwduibdlfmalxowmwpci
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
57
channel_foosdfpfkusacimwkcsosbicdxkicaua
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
58
channel_lmkebamcaaclubfxadlmueccxoimlema
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
59
channel_usilxuppasemubllopkaafesmlibmsdf
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
60
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
61
origin_up_ldkssxwpmemidmecebumciepifcamkci
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
62
origin_up_lxidpiddsbxsbosboudacockeimpuepw
VALUES:
14,606
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
cons_12m
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cons_last_month
0.62
forecast_cons_12m
0.56
net_margin
0.34
imp_cons
0.33
forecast_price_energy_peak
0.28
off_peak_peak_var_mean_diff
-0.28
off_peak_peak_var_max_monthly_diff
-0.27
off_peak_mid_peak_fix_mean_diff
-0.24
off_peak_peak_fix_mean_diff
-0.23
off_peak_mid_peak_fix_max_monthly_diff
-0.23
off_peak_peak_fix_max_monthly_diff
-0.22
cons_gas_12m
0.21
off_peak_mid_peak_var_mean_diff
-0.21
peak_mid_peak_var_mean_diff
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_lmkebamcaaclubfxadlmueccxoimlema
0.30
nb_prod_act
0.18
has_gas
0.15
channel_usilxuppasemubllopkaafesmlibmsdf
0.13
channel_MISSING
0.08
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.06
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.03
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.03
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
churn
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
MOST FREQUENT VALUES
0.0
117
0.8%
6.459784080974801
27
0.2%
6.522345756175859
24
0.2%
6.241303865349989
18
0.1%
6.593957043037189
18
0.1%
6.792889092015798
18
0.1%
6.236078541380894
17
0.1%
6.359615244893542
17
0.1%
6.398621142876439
16
0.1%
5.983756601014311
16
0.1%
6.4938915713497565
15
0.1%
6.758264432290261
14
<0.1%
6.644095844164796
14
<0.1%
6.00756856255847
13
<0.1%
6.065211360486429
13
<0.1%
SMALLEST VALUES
0.0
117
0.8%
0.3010299956639812
2
<0.1%
0.4771212547196624
2
<0.1%
0.6020599913279624
4
<0.1%
0.6989700043360189
2
<0.1%
0.7781512503836436
1
<0.1%
0.8450980400142568
2
<0.1%
0.9030899869919436
3
<0.1%
1.0
2
<0.1%
1.0413926851582251
4
<0.1%
1.0791812460476249
2
<0.1%
1.1760912590556811
2
<0.1%
1.2041199826559248
1
<0.1%
1.255272505103306
1
<0.1%
1.2787536009528289
1
<0.1%
LARGEST VALUES
6.792889092015798
18
0.1%
6.758264432290261
14
<0.1%
6.72611093751906
1
<0.1%
6.712772313592622
4
<0.1%
6.693681934693166
4
<0.1%
6.644095844164796
14
<0.1%
6.634140284128713
9
<0.1%
6.623196654853304
5
<0.1%
6.612824106538217
13
<0.1%
6.603422080655964
2
<0.1%
6.601154847634752
2
<0.1%
6.597249915568063
1
<0.1%
6.593957043037189
18
0.1%
6.556697529035205
4
<0.1%
6.550263584530453
12
<0.1%
cons_gas_12m
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cons_12m
0.21
cons_last_month
0.17
forecast_cons_12m
0.11
net_margin
0.10
imp_cons
0.09
forecast_price_energy_peak
0.08
off_peak_peak_var_mean_diff
-0.08
off_peak_peak_var_max_monthly_diff
-0.07
off_peak_peak_fix_mean_diff
-0.07
off_peak_mid_peak_fix_mean_diff
-0.07
pow_max
0.07
off_peak_mid_peak_var_mean_diff
-0.07
off_peak_peak_fix_max_monthly_diff
-0.07
off_peak_mid_peak_fix_max_monthly_diff
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
has_gas
0.94
nb_prod_act
0.85
channel_lmkebamcaaclubfxadlmueccxoimlema
0.05
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.05
channel_MISSING
0.03
churn
0.03
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.00
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
MOST FREQUENT VALUES
0.0
11,994
82.1%
5.989775416443835
27
0.2%
5.938480696960235
24
0.2%
4.618393302080016
18
0.1%
6.292120222296622
18
0.1%
6.076427430608039
17
0.1%
5.677071966692166
16
0.1%
5.670589069893688
15
0.1%
6.126149922039697
14
<0.1%
5.273184216267906
13
<0.1%
6.146551886322501
12
<0.1%
5.609590140953809
12
<0.1%
5.191819756666117
11
<0.1%
5.735624445681064
11
<0.1%
5.948899318362209
9
<0.1%
SMALLEST VALUES
0.0
11,994
82.1%
1.0791812460476249
7
<0.1%
1.1139433523068367
2
<0.1%
1.3424226808222062
2
<0.1%
1.5185139398778875
1
<0.1%
1.5563025007672873
2
<0.1%
1.568201724066995
1
<0.1%
1.6232492903979006
1
<0.1%
1.6434526764861874
2
<0.1%
1.6720978579357175
1
<0.1%
1.7160033436347992
1
<0.1%
1.740362689494244
2
<0.1%
1.8512583487190752
1
<0.1%
1.8750612633917
1
<0.1%
1.8920946026904804
1
<0.1%
LARGEST VALUES
6.618528275969454
2
<0.1%
6.449172819921603
2
<0.1%
6.312832747924055
2
<0.1%
6.292120222296622
18
0.1%
6.269525319099426
4
<0.1%
6.269394314255449
3
<0.1%
6.25862387541074
1
<0.1%
6.233486256297241
1
<0.1%
6.218515811852169
2
<0.1%
6.188328771608294
1
<0.1%
6.163027725343127
3
<0.1%
6.146551886322501
12
<0.1%
6.145998348392933
1
<0.1%
6.130459856439351
1
<0.1%
6.126149922039697
14
<0.1%
cons_last_month
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
imp_cons
0.77
cons_12m
0.62
off_peak_peak_var_mean_diff
-0.41
off_peak_peak_var_max_monthly_diff
-0.40
forecast_price_energy_peak
0.40
off_peak_peak_fix_mean_diff
-0.37
off_peak_peak_fix_max_monthly_diff
-0.36
off_peak_mid_peak_var_mean_diff
-0.35
off_peak_mid_peak_fix_mean_diff
-0.35
off_peak_mid_peak_fix_max_monthly_diff
-0.34
off_peak_mid_peak_var_max_monthly_diff
-0.33
forecast_meter_rent_12m
0.33
peak_mid_peak_fix_mean_diff
0.32
peak_mid_peak_fix_max_monthly_diff
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_lmkebamcaaclubfxadlmueccxoimlema
0.21
nb_prod_act
0.14
has_gas
0.13
channel_usilxuppasemubllopkaafesmlibmsdf
0.11
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.07
channel_MISSING
0.06
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.05
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.03
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.02
churn
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
MOST FREQUENT VALUES
0.0
4,983
34.1%
5.582799447728887
27
0.2%
5.707422831605018
24
0.2%
5.746728363696626
18
0.1%
5.671368184993582
18
0.1%
5.025969091664801
18
0.1%
5.258129431164427
17
0.1%
5.374830799160097
17
0.1%
4.734655840700341
16
0.1%
5.49557069967015
16
0.1%
5.462285665834209
15
0.1%
5.887169273453673
14
<0.1%
5.705520757837738
14
<0.1%
5.6466957719243664
13
<0.1%
5.082559191162552
13
<0.1%
SMALLEST VALUES
0.0
4,983
34.1%
0.3010299956639812
13
<0.1%
0.4771212547196624
5
<0.1%
0.6020599913279624
5
<0.1%
0.6989700043360189
4
<0.1%
0.7781512503836436
5
<0.1%
0.8450980400142568
2
<0.1%
0.9030899869919436
5
<0.1%
0.9542425094393248
5
<0.1%
1.0
4
<0.1%
1.0413926851582251
1
<0.1%
1.0791812460476249
4
<0.1%
1.1139433523068367
4
<0.1%
1.146128035678238
7
<0.1%
1.1760912590556811
4
<0.1%
LARGEST VALUES
5.887169273453673
14
<0.1%
5.881229401560265
1
<0.1%
5.78692737511095
1
<0.1%
5.746728363696626
18
0.1%
5.707422831605018
24
0.2%
5.705520757837738
14
<0.1%
5.680363619246094
9
<0.1%
5.672004520794512
2
<0.1%
5.671368184993582
18
0.1%
5.659405580233802
5
<0.1%
5.658553210772514
4
<0.1%
5.652030591053266
1
<0.1%
5.6466957719243664
13
<0.1%
5.629879320944949
4
<0.1%
5.611322807944891
4
<0.1%
forecast_cons_12m
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cons_12m
0.56
net_margin
0.44
imp_cons
0.42
cons_last_month
0.29
forecast_meter_rent_12m
0.22
forecast_price_energy_peak
0.22
off_peak_peak_var_mean_diff
-0.14
off_peak_peak_var_max_monthly_diff
-0.14
pow_max
0.14
peak_mid_peak_var_mean_diff
0.14
peak_mid_peak_var_max_monthly_diff
0.12
margin_net_pow_ele
-0.11
margin_gross_pow_ele
-0.11
cons_gas_12m
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.11
channel_MISSING
0.10
has_gas
0.10
channel_lmkebamcaaclubfxadlmueccxoimlema
0.08
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.06
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.05
channel_usilxuppasemubllopkaafesmlibmsdf
0.03
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.03
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.02
churn
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
MOST FREQUENT VALUES
0.0
306
2.1%
0.0606978403536116
6
<0.1%
2.619239462835362
4
<0.1%
0.1613680022349748
3
<0.1%
3.18762505178312
3
<0.1%
2.8143874533345885
3
<0.1%
2.647128579034972
3
<0.1%
2.526985068559996
3
<0.1%
0.1139433523068367
3
<0.1%
2.484200153763632
3
<0.1%
3.042540074454604
3
<0.1%
3.0833843552316105
3
<0.1%
2.5496162395190853
2
<0.1%
2.963386391534554
2
<0.1%
2.432151213896942
2
<0.1%
SMALLEST VALUES
0.0
306
2.1%
0.041392685158225
1
<0.1%
0.0606978403536116
6
<0.1%
0.0718820073061253
1
<0.1%
0.0791812460476248
1
<0.1%
0.1139433523068367
3
<0.1%
0.1205739312058498
1
<0.1%
0.1238516409670858
1
<0.1%
0.1522883443830564
2
<0.1%
0.1613680022349748
3
<0.1%
0.2041199826559248
1
<0.1%
0.2304489213782739
1
<0.1%
0.2455126678141498
2
<0.1%
0.2479732663618066
1
<0.1%
0.2648178230095364
1
<0.1%
LARGEST VALUES
4.918574594596635
1
<0.1%
4.787872398353676
1
<0.1%
4.684967198252519
1
<0.1%
4.553765217386637
1
<0.1%
4.547937197085138
1
<0.1%
4.507524899536508
1
<0.1%
4.496211362030719
1
<0.1%
4.484797782103441
1
<0.1%
4.452962807102815
1
<0.1%
4.441214082549656
1
<0.1%
4.417735179355362
1
<0.1%
4.411222936480678
1
<0.1%
4.405781973140159
1
<0.1%
4.402635832222754
1
<0.1%
4.381426649701067
1
<0.1%
forecast_discount_energy
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
offpeak_diff_dec_january_energy
0.46
forecast_price_energy_off_peak
0.35
var_year_price_off_peak_var
0.25
margin_gross_pow_ele
0.24
margin_net_pow_ele
0.24
months_renewal
0.19
months_modif_prod
-0.18
off_peak_mid_peak_var_max_monthly_diff
0.14
var_6m_price_off_peak_var
0.11
tenure
-0.10
off_peak_mid_peak_var_mean_diff
0.10
off_peak_peak_var_max_monthly_diff
0.09
var_year_price_peak_var
0.09
var_year_price_mid_peak_var
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.16
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.08
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.06
channel_lmkebamcaaclubfxadlmueccxoimlema
0.05
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.05
channel_MISSING
0.04
channel_usilxuppasemubllopkaafesmlibmsdf
0.03
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.03
churn
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
has_gas
0.01
MOST FREQUENT VALUES
0.0
14,094
96.5%
30.0
260
1.8%
28.0
102
0.7%
24.0
83
0.6%
22.0
47
0.3%
25.0
7
<0.1%
26.0
5
<0.1%
19.0
2
<0.1%
17.0
2
<0.1%
23.0
2
<0.1%
10.0
1
<0.1%
5.0
1
<0.1%
SMALLEST VALUES
0.0
14,094
96.5%
5.0
1
<0.1%
10.0
1
<0.1%
17.0
2
<0.1%
19.0
2
<0.1%
22.0
47
0.3%
23.0
2
<0.1%
24.0
83
0.6%
25.0
7
<0.1%
26.0
5
<0.1%
28.0
102
0.7%
30.0
260
1.8%
LARGEST VALUES
30.0
260
1.8%
28.0
102
0.7%
26.0
5
<0.1%
25.0
7
<0.1%
24.0
83
0.6%
23.0
2
<0.1%
22.0
47
0.3%
19.0
2
<0.1%
17.0
2
<0.1%
10.0
1
<0.1%
5.0
1
<0.1%
0.0
14,094
96.5%
forecast_meter_rent_12m
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
peak_mid_peak_fix_mean_diff
0.71
peak_mid_peak_fix_max_monthly_diff
0.70
off_peak_peak_fix_mean_diff
-0.70
off_peak_mid_peak_var_mean_diff
-0.69
off_peak_peak_var_mean_diff
-0.69
off_peak_peak_var_max_monthly_diff
-0.68
off_peak_peak_fix_max_monthly_diff
-0.67
off_peak_mid_peak_var_max_monthly_diff
-0.66
forecast_price_energy_peak
0.65
off_peak_mid_peak_fix_mean_diff
-0.61
off_peak_mid_peak_fix_max_monthly_diff
-0.59
forecast_price_energy_off_peak
-0.43
pow_max
0.42
imp_cons
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_usilxuppasemubllopkaafesmlibmsdf
0.06
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.06
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.05
has_gas
0.05
nb_prod_act
0.05
churn
0.04
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.04
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_MISSING
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
MOST FREQUENT VALUES
0.0
725
5.0%
2.1230672437365663
238
1.6%
1.2860071220794749
162
1.1%
1.2871296207191107
131
0.9%
2.115976429454818
103
0.7%
1.2299376859079338
100
0.7%
2.121822376752185
78
0.5%
1.2893659515200318
77
0.5%
1.2370407913791908
76
0.5%
1.2882492255719862
74
0.5%
2.115943176939055
73
0.5%
1.284881714655453
72
0.5%
2.124308552615652
63
0.4%
2.114777731971562
60
0.4%
2.556603989486027
59
0.4%
SMALLEST VALUES
0.0
725
5.0%
0.0374264979406236
1
<0.1%
0.0718820073061253
1
<0.1%
0.093421685162235
1
<0.1%
0.1038037209559568
1
<0.1%
0.1172712956557642
1
<0.1%
0.1238516409670858
1
<0.1%
0.1271047983648076
2
<0.1%
0.1303337684950061
2
<0.1%
0.1335389083702174
6
<0.1%
0.1367205671564068
1
<0.1%
0.1430148002540951
2
<0.1%
0.146128035678238
2
<0.1%
0.1492191126553798
1
<0.1%
0.1553360374650618
1
<0.1%
LARGEST VALUES
2.778375577919669
5
<0.1%
2.76835686556845
1
<0.1%
2.750608664416846
1
<0.1%
2.743431365146684
1
<0.1%
2.739896559899423
1
<0.1%
2.6441134855497723
1
<0.1%
2.638529190243425
1
<0.1%
2.611702070594105
1
<0.1%
2.611691451498025
9
<0.1%
2.610074322140054
1
<0.1%
2.609316884293086
1
<0.1%
2.600155784473169
1
<0.1%
2.5984403045613726
1
<0.1%
2.594105135786845
1
<0.1%
2.5933968423002067
1
<0.1%
forecast_price_energy_off_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_mid_peak_var_mean_diff
0.84
off_peak_mid_peak_var_max_monthly_diff
0.84
off_peak_peak_fix_mean_diff
0.77
off_peak_mid_peak_fix_mean_diff
0.75
off_peak_peak_fix_max_monthly_diff
0.75
off_peak_mid_peak_fix_max_monthly_diff
0.73
off_peak_peak_var_max_monthly_diff
0.65
off_peak_peak_var_mean_diff
0.64
forecast_price_pow_off_peak
0.63
peak_mid_peak_fix_mean_diff
-0.63
peak_mid_peak_fix_max_monthly_diff
-0.62
forecast_meter_rent_12m
-0.43
offpeak_diff_dec_january_energy
0.43
pow_max
-0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.12
channel_usilxuppasemubllopkaafesmlibmsdf
0.10
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.08
channel_MISSING
0.08
nb_prod_act
0.05
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.04
has_gas
0.03
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
churn
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
MOST FREQUENT VALUES
0.1457109999999999
933
6.4%
0.144902
732
5.0%
0.115174
726
5.0%
0.146694
644
4.4%
0.1152369999999999
595
4.1%
0.1169099999999999
449
3.1%
0.1169
406
2.8%
0.146348
339
2.3%
0.143166
335
2.3%
0.1165089999999999
308
2.1%
0.147506
297
2.0%
0.120372
288
2.0%
0.141434
223
1.5%
0.142819
219
1.5%
0.1646369999999999
177
1.2%
SMALLEST VALUES
0.0
22
0.2%
0.0006
66
0.5%
0.000901
6
<0.1%
0.092453
73
0.5%
0.094486
1
<0.1%
0.095022
2
<0.1%
0.095061
1
<0.1%
0.095558
1
<0.1%
0.095919
1
<0.1%
0.096095
1
<0.1%
0.096347
1
<0.1%
0.097138
3
<0.1%
0.097487
1
<0.1%
0.097701
1
<0.1%
0.097949
3
<0.1%
LARGEST VALUES
0.273963
18
0.1%
0.273957
2
<0.1%
0.272981
21
0.1%
0.272972
1
<0.1%
0.245926
8
<0.1%
0.2453469999999999
6
<0.1%
0.237776
11
<0.1%
0.236794
4
<0.1%
0.2362909999999999
3
<0.1%
0.2292719999999999
34
0.2%
0.228671
21
0.1%
0.22754
1
<0.1%
0.211278
4
<0.1%
0.2112239999999999
1
<0.1%
0.211178
5
<0.1%
forecast_price_energy_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_peak_var_mean_diff
-0.92
off_peak_peak_var_max_monthly_diff
-0.91
off_peak_peak_fix_mean_diff
-0.76
peak_mid_peak_var_mean_diff
0.72
off_peak_peak_fix_max_monthly_diff
-0.72
off_peak_mid_peak_fix_mean_diff
-0.70
peak_mid_peak_fix_mean_diff
0.70
peak_mid_peak_fix_max_monthly_diff
0.69
off_peak_mid_peak_var_mean_diff
-0.67
off_peak_mid_peak_fix_max_monthly_diff
-0.66
forecast_meter_rent_12m
0.65
off_peak_mid_peak_var_max_monthly_diff
-0.63
peak_mid_peak_var_max_monthly_diff
0.61
imp_cons
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_lmkebamcaaclubfxadlmueccxoimlema
0.09
channel_usilxuppasemubllopkaafesmlibmsdf
0.08
nb_prod_act
0.08
has_gas
0.06
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.05
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.04
churn
0.03
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
channel_MISSING
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
MOST FREQUENT VALUES
0.0
7,021
48.1%
0.098837
722
4.9%
0.100123
596
4.1%
0.1000149999999999
473
3.2%
0.100572
445
3.0%
0.101397
308
2.1%
0.103487
288
2.0%
0.087381
169
1.2%
0.0868029999999999
159
1.1%
0.099419
153
1.0%
0.096984
151
1.0%
0.0885389999999999
147
1.0%
0.098841
147
1.0%
0.089695
137
0.9%
0.096521
137
0.9%
SMALLEST VALUES
0.0
7,021
48.1%
0.076592
1
<0.1%
0.077124
1
<0.1%
0.078125
1
<0.1%
0.078641
2
<0.1%
0.078859
1
<0.1%
0.079221
2
<0.1%
0.0792809999999999
2
<0.1%
0.079771
1
<0.1%
0.079799
1
<0.1%
0.079861
1
<0.1%
0.0800159999999999
1
<0.1%
0.080089
3
<0.1%
0.080377
1
<0.1%
0.080438
1
<0.1%
LARGEST VALUES
0.195975
1
<0.1%
0.168092
6
<0.1%
0.168032
7
<0.1%
0.146676
8
<0.1%
0.1363359999999999
59
0.4%
0.13608
1
<0.1%
0.135761
5
<0.1%
0.135732
35
0.2%
0.135182
3
<0.1%
0.134604
2
<0.1%
0.134578
1
<0.1%
0.134512
1
<0.1%
0.13229
1
<0.1%
0.130527
12
<0.1%
0.130525
22
0.2%
forecast_price_pow_off_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_mid_peak_fix_mean_diff
0.70
off_peak_mid_peak_fix_max_monthly_diff
0.68
forecast_price_energy_off_peak
0.63
off_peak_peak_fix_mean_diff
0.54
off_peak_peak_fix_max_monthly_diff
0.53
off_peak_mid_peak_var_mean_diff
0.49
off_peak_mid_peak_var_max_monthly_diff
0.49
off_peak_peak_var_mean_diff
0.44
off_peak_peak_var_max_monthly_diff
0.44
forecast_price_energy_peak
-0.24
cons_12m
-0.16
cons_last_month
-0.16
offpeak_diff_dec_january_power
0.14
imp_cons
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.06
channel_usilxuppasemubllopkaafesmlibmsdf
0.06
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.06
channel_MISSING
0.03
has_gas
0.03
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
nb_prod_act
0.02
churn
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
MOST FREQUENT VALUES
44.31137796
6,933
47.5%
40.606701
4,651
31.8%
45.80687796
697
4.8%
46.30537836
615
4.2%
45.30837756
419
2.9%
41.1052014
302
2.1%
40.9390266
237
1.6%
41.27136420000001
160
1.1%
58.99595196
118
0.8%
0.0
94
0.6%
59.17346796
76
0.5%
44.44470996
66
0.5%
59.26637796
42
0.3%
45.81137796
31
0.2%
40.728885
31
0.2%
SMALLEST VALUES
0.0
94
0.6%
35.55576792
1
<0.1%
37.929294
2
<0.1%
40.606701
4,651
31.8%
40.728885
31
0.2%
40.9390266
237
1.6%
41.1052014
302
2.1%
41.1067014
1
<0.1%
41.27136420000001
160
1.1%
41.2718682
1
<0.1%
41.2733682
1
<0.1%
41.3955522
1
<0.1%
41.404305
1
<0.1%
41.4375258
2
<0.1%
41.603697
1
<0.1%
LARGEST VALUES
59.26637796
42
0.3%
59.17346796
76
0.5%
59.05128396
1
<0.1%
58.99595196
118
0.8%
53.28437796
14
<0.1%
47.80087836
8
<0.1%
47.30687796
2
<0.1%
47.30237796
10
<0.1%
46.80687756
1
<0.1%
46.80387756
6
<0.1%
46.70417796
7
<0.1%
46.55462196
5
<0.1%
46.31137836
30
0.2%
46.30687836
3
<0.1%
46.30537836
615
4.2%
has_gas
MISSING:
---
TOP CATEGORIES
0
11,955
82%
1
2,651
18%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
has_gas
PROVIDES INFORMATION ON...
nb_prod_act
0.56
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.00
churn
0.00
channel_MISSING
0.00
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
channel_usilxuppasemubllopkaafesmlibmsdf
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.00

THESE FEATURES
GIVE INFORMATION
ON has_gas:
nb_prod_act
0.81
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.00
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_MISSING
0.00
churn
0.00
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
channel_usilxuppasemubllopkaafesmlibmsdf
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
has_gas
CORRELATION RATIO WITH...
cons_gas_12m
0.94
cons_12m
0.15
cons_last_month
0.13
forecast_cons_12m
0.10
net_margin
0.09
imp_cons
0.08
forecast_price_energy_peak
0.06
off_peak_peak_var_mean_diff
0.06
off_peak_peak_var_max_monthly_diff
0.06
off_peak_peak_fix_mean_diff
0.06
off_peak_mid_peak_fix_mean_diff
0.06
off_peak_peak_fix_max_monthly_diff
0.06
off_peak_mid_peak_fix_max_monthly_diff
0.06
off_peak_mid_peak_var_mean_diff
0.05
imp_cons
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cons_last_month
0.77
forecast_cons_12m
0.42
off_peak_peak_var_mean_diff
-0.42
off_peak_peak_var_max_monthly_diff
-0.41
forecast_price_energy_peak
0.41
off_peak_peak_fix_mean_diff
-0.40
off_peak_peak_fix_max_monthly_diff
-0.39
off_peak_mid_peak_var_mean_diff
-0.38
forecast_meter_rent_12m
0.37
off_peak_mid_peak_fix_mean_diff
-0.37
peak_mid_peak_fix_mean_diff
0.37
peak_mid_peak_fix_max_monthly_diff
0.36
off_peak_mid_peak_var_max_monthly_diff
-0.36
off_peak_mid_peak_fix_max_monthly_diff
-0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.09
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.09
nb_prod_act
0.09
has_gas
0.08
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.06
channel_usilxuppasemubllopkaafesmlibmsdf
0.06
channel_MISSING
0.04
channel_lmkebamcaaclubfxadlmueccxoimlema
0.04
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.03
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
churn
0.01
MOST FREQUENT VALUES
0.0
6,169
42.2%
0.1139433523068367
5
<0.1%
0.041392685158225
5
<0.1%
1.550595207489328
4
<0.1%
1.4355258514986549
4
<0.1%
1.6338722626583329
4
<0.1%
2.1058506743851435
4
<0.1%
1.4394905903896835
4
<0.1%
2.072543985643648
4
<0.1%
0.0606978403536116
4
<0.1%
1.7718078789991056
3
<0.1%
1.5359267413955693
3
<0.1%
0.2479732663618066
3
<0.1%
1.3244882333076564
3
<0.1%
0.7839035792727349
3
<0.1%
SMALLEST VALUES
0.0
6,169
42.2%
0.0253058652647702
1
<0.1%
0.0374264979406236
2
<0.1%
0.041392685158225
5
<0.1%
0.0569048513364726
1
<0.1%
0.0606978403536116
4
<0.1%
0.0681858617461616
2
<0.1%
0.093421685162235
1
<0.1%
0.1038037209559568
1
<0.1%
0.1072099696478683
2
<0.1%
0.1105897102992489
1
<0.1%
0.1139433523068367
5
<0.1%
0.1172712956557642
1
<0.1%
0.1205739312058498
1
<0.1%
0.146128035678238
2
<0.1%
LARGEST VALUES
4.177357262368166
1
<0.1%
3.986049847615592
1
<0.1%
3.9411932972978416
1
<0.1%
3.916725495096536
1
<0.1%
3.831749511146696
1
<0.1%
3.7662261496001146
1
<0.1%
3.727928208512842
1
<0.1%
3.725337363647129
1
<0.1%
3.700725344817736
1
<0.1%
3.6925261452823688
1
<0.1%
3.6925076318596544
1
<0.1%
3.643804904363147
1
<0.1%
3.6414473381012624
1
<0.1%
3.627997377626488
1
<0.1%
3.6239353471243754
1
<0.1%
margin_gross_pow_ele
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
margin_net_pow_ele
1.00
pow_max
0.37
months_renewal
0.26
months_to_end
-0.26
forecast_discount_energy
0.24
offpeak_diff_dec_january_energy
0.20
var_year_price_off_peak_var
0.20
off_peak_mid_peak_fix_mean_diff
-0.19
off_peak_peak_fix_mean_diff
-0.17
off_peak_mid_peak_fix_max_monthly_diff
-0.17
forecast_price_energy_peak
0.17
off_peak_peak_fix_max_monthly_diff
-0.15
offpeak_diff_dec_january_power
0.15
tenure
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.10
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.08
channel_MISSING
0.07
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.06
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.05
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.04
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.03
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
nb_prod_act
0.02
has_gas
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
MOST FREQUENT VALUES
26.04
258
1.8%
33.12
238
1.6%
29.76
170
1.2%
34.68
161
1.1%
0.0
157
1.1%
16.92
156
1.1%
23.76
156
1.1%
10.08
151
1.0%
19.2
141
1.0%
14.64
135
0.9%
21.52
133
0.9%
12.36
129
0.9%
0.12
125
0.9%
12.82
120
0.8%
31.2
114
0.8%
SMALLEST VALUES
0.0
157
1.1%
0.03
1
<0.1%
0.12
125
0.9%
0.24
16
0.1%
0.36
7
<0.1%
0.48
1
<0.1%
0.6
1
<0.1%
0.64
7
<0.1%
0.66
1
<0.1%
0.6799999999999989
3
<0.1%
0.699999999999999
2
<0.1%
0.7
1
<0.1%
0.72
1
<0.1%
0.7200000000000011
11
<0.1%
0.739999999999999
3
<0.1%
LARGEST VALUES
374.64
1
<0.1%
314.76
1
<0.1%
299.64
1
<0.1%
248.64
1
<0.1%
225.12
2
<0.1%
224.89
1
<0.1%
224.64
1
<0.1%
219.88
1
<0.1%
214.35
1
<0.1%
214.14
1
<0.1%
209.88
2
<0.1%
207.96
3
<0.1%
207.54
1
<0.1%
206.07
2
<0.1%
205.22
1
<0.1%
margin_net_pow_ele
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
margin_gross_pow_ele
1.00
pow_max
0.37
months_renewal
0.26
months_to_end
-0.26
forecast_discount_energy
0.24
offpeak_diff_dec_january_energy
0.20
var_year_price_off_peak_var
0.20
off_peak_mid_peak_fix_mean_diff
-0.19
off_peak_peak_fix_mean_diff
-0.17
off_peak_mid_peak_fix_max_monthly_diff
-0.17
forecast_price_energy_peak
0.17
off_peak_peak_fix_max_monthly_diff
-0.15
offpeak_diff_dec_january_power
0.15
tenure
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
0.10
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.08
channel_MISSING
0.07
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.06
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.05
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.04
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.03
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
nb_prod_act
0.02
has_gas
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
MOST FREQUENT VALUES
26.04
258
1.8%
33.12
238
1.6%
29.76
170
1.2%
34.68
161
1.1%
0.0
157
1.1%
16.92
156
1.1%
23.76
156
1.1%
10.08
151
1.0%
19.2
141
1.0%
14.64
135
0.9%
21.52
133
0.9%
12.36
129
0.9%
0.12
125
0.9%
12.82
120
0.8%
31.2
114
0.8%
SMALLEST VALUES
0.0
157
1.1%
0.03
1
<0.1%
0.12
125
0.9%
0.24
16
0.1%
0.36
7
<0.1%
0.48
1
<0.1%
0.6
1
<0.1%
0.64
7
<0.1%
0.66
1
<0.1%
0.6799999999999989
3
<0.1%
0.699999999999999
2
<0.1%
0.7
1
<0.1%
0.72
1
<0.1%
0.7200000000000011
11
<0.1%
0.739999999999999
3
<0.1%
LARGEST VALUES
374.64
1
<0.1%
314.76
1
<0.1%
299.64
1
<0.1%
248.64
1
<0.1%
225.12
2
<0.1%
224.89
1
<0.1%
224.64
1
<0.1%
219.88
1
<0.1%
214.35
1
<0.1%
214.14
1
<0.1%
209.88
2
<0.1%
207.96
3
<0.1%
207.54
1
<0.1%
206.07
2
<0.1%
205.22
1
<0.1%
nb_prod_act
MISSING:
---
TOP CATEGORIES
1
11,431
78%
2
2,445
17%
3
523
4%
4
150
1%
5
31
<1%
9
11
<1%
6
8
<1%
8
4
<1%
10
2
<1%
32
1
<1%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
nb_prod_act
PROVIDES INFORMATION ON...
has_gas
0.81
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_MISSING
0.00
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.00
channel_usilxuppasemubllopkaafesmlibmsdf
0.00
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.00
churn
0.00
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00

THESE FEATURES
GIVE INFORMATION
ON nb_prod_act:
has_gas
0.56
channel_MISSING
0.00
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.00
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.00
channel_usilxuppasemubllopkaafesmlibmsdf
0.00
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
churn
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
CORRELATION RATIO WITH...
cons_gas_12m
0.85
cons_12m
0.18
forecast_discount_energy
0.16
cons_last_month
0.14
forecast_cons_12m
0.11
offpeak_diff_dec_january_energy
0.11
imp_cons
0.09
net_margin
0.08
forecast_price_energy_peak
0.08
var_year_price_off_peak_var
0.07
peak_mid_peak_var_mean_diff
0.06
off_peak_peak_var_mean_diff
0.06
off_peak_peak_fix_mean_diff
0.05
off_peak_peak_var_max_monthly_diff
0.05
net_margin
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
forecast_cons_12m
0.44
cons_12m
0.34
pow_max
0.33
imp_cons
0.29
peak_mid_peak_fix_max_monthly_diff
0.25
cons_last_month
0.24
peak_mid_peak_fix_mean_diff
0.24
off_peak_peak_var_mean_diff
-0.24
off_peak_peak_fix_mean_diff
-0.24
forecast_price_energy_peak
0.23
off_peak_peak_var_max_monthly_diff
-0.23
off_peak_mid_peak_var_mean_diff
-0.23
off_peak_peak_fix_max_monthly_diff
-0.22
off_peak_mid_peak_fix_mean_diff
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
has_gas
0.09
nb_prod_act
0.08
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.07
channel_lmkebamcaaclubfxadlmueccxoimlema
0.06
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.05
channel_usilxuppasemubllopkaafesmlibmsdf
0.05
churn
0.04
channel_MISSING
0.04
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.03
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
MOST FREQUENT VALUES
0.0
185
1.3%
0.49
6
<0.1%
35.98
5
<0.1%
57.37
5
<0.1%
86.52
5
<0.1%
56.33
5
<0.1%
0.01
5
<0.1%
234.83
4
<0.1%
78.22
4
<0.1%
33.8
4
<0.1%
58.36
4
<0.1%
116.28
4
<0.1%
0.11
4
<0.1%
101.48
4
<0.1%
91.86
4
<0.1%
SMALLEST VALUES
0.0
185
1.3%
0.01
5
<0.1%
0.02
4
<0.1%
0.03
3
<0.1%
0.04
3
<0.1%
0.05
3
<0.1%
0.06
1
<0.1%
0.07
1
<0.1%
0.08
1
<0.1%
0.09
2
<0.1%
0.1
2
<0.1%
0.11
4
<0.1%
0.12
2
<0.1%
0.13
4
<0.1%
0.15
1
<0.1%
LARGEST VALUES
24570.65
1
<0.1%
10203.5
1
<0.1%
4346.37
1
<0.1%
4305.79
1
<0.1%
3768.16
1
<0.1%
3407.65
1
<0.1%
3403.27
1
<0.1%
3323.02
1
<0.1%
3215.03
1
<0.1%
2711.19
1
<0.1%
2653.59
1
<0.1%
2625.38
1
<0.1%
2467.98
1
<0.1%
2450.54
1
<0.1%
2340.78
1
<0.1%
pow_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
peak_mid_peak_fix_mean_diff
0.56
peak_mid_peak_fix_max_monthly_diff
0.55
off_peak_mid_peak_var_mean_diff
-0.51
off_peak_peak_fix_mean_diff
-0.50
off_peak_mid_peak_var_max_monthly_diff
-0.48
off_peak_peak_var_mean_diff
-0.48
off_peak_peak_fix_max_monthly_diff
-0.48
off_peak_peak_var_max_monthly_diff
-0.47
forecast_meter_rent_12m
0.42
off_peak_mid_peak_fix_mean_diff
-0.41
forecast_price_energy_peak
0.41
off_peak_mid_peak_fix_max_monthly_diff
-0.39
forecast_price_energy_off_peak
-0.38
margin_net_pow_ele
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.10
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.05
has_gas
0.05
channel_usilxuppasemubllopkaafesmlibmsdf
0.05
nb_prod_act
0.05
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.04
churn
0.03
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_MISSING
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
MOST FREQUENT VALUES
13.2
2,124
14.5%
10.392
2,000
13.7%
13.856
1,504
10.3%
15.0
583
4.0%
10.35
480
3.3%
19.8
416
2.8%
16.5
405
2.8%
20.0
294
2.0%
12.5
269
1.8%
13.15
234
1.6%
17.320999999999998
233
1.6%
10.39
224
1.5%
15.001
201
1.4%
17.25
178
1.2%
23.1
177
1.2%
SMALLEST VALUES
3.3
3
<0.1%
3.464
1
<0.1%
4.0
1
<0.1%
5.0
2
<0.1%
5.196000000000001
2
<0.1%
5.75
2
<0.1%
6.0
2
<0.1%
6.9
1
<0.1%
6.928
4
<0.1%
7.7
1
<0.1%
8.0
1
<0.1%
8.8
1
<0.1%
9.644
1
<0.1%
9.9
6
<0.1%
10.0
6
<0.1%
LARGEST VALUES
320.0
1
<0.1%
260.0
1
<0.1%
200.0
4
<0.1%
192.0
1
<0.1%
180.0
2
<0.1%
166.0
1
<0.1%
164.0
1
<0.1%
160.0
2
<0.1%
155.88
1
<0.1%
155.0
3
<0.1%
152.4
1
<0.1%
150.0
9
<0.1%
140.0
2
<0.1%
139.0
1
<0.1%
136.0
1
<0.1%
var_year_price_off_peak_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_off_peak_var
0.62
var_year_price_off_peak
0.52
var_year_price_off_peak_fix
0.52
var_6m_price_off_peak
0.44
var_6m_price_off_peak_fix
0.44
offpeak_diff_dec_january_energy
0.34
var_6m_price_mid_peak_var
0.27
var_year_price_peak_var
0.27
var_6m_price_peak_var
0.27
var_6m_price_peak
0.26
var_6m_price_peak_fix
0.26
var_6m_price_mid_peak
0.26
var_6m_price_mid_peak_fix
0.26
forecast_discount_energy
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.07
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.04
channel_usilxuppasemubllopkaafesmlibmsdf
0.03
churn
0.03
channel_MISSING
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
has_gas
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
MOST FREQUENT VALUES
5.36669481060609e-06
183
1.3%
1.5812320265151388e-05
183
1.3%
4.001166969696951e-06
179
1.2%
1.5457422424242437e-05
148
1.0%
1.6444611174242435e-05
130
0.9%
1.6359509356060575e-05
126
0.9%
5.3957010606060655e-06
123
0.8%
4.2324387500000446e-06
118
0.8%
5.2790192424242304e-06
113
0.8%
3.7625766287878606e-06
113
0.8%
4.869239151515134e-06
108
0.7%
4.391109356060598e-06
106
0.7%
3.573925787878575e-06
106
0.7%
1.658110026515159e-05
104
0.7%
0.0
100
0.7%
SMALLEST VALUES
0.0
100
0.7%
2.546515151515083e-09
1
<0.1%
4.4965719696971135e-08
1
<0.1%
6.109090909091059e-08
2
<0.1%
1.5843571969697277e-07
8
<0.1%
1.860902651515213e-07
1
<0.1%
3.4121117424241865e-07
1
<0.1%
3.978929924242485e-07
6
<0.1%
5.884850606060454e-07
1
<0.1%
6.307840833332402e-07
1
<0.1%
6.345629924242368e-07
37
0.3%
6.592100227272635e-07
1
<0.1%
7.495791742424109e-07
1
<0.1%
7.564032954545376e-07
8
<0.1%
8.061083636363574e-07
2
<0.1%
LARGEST VALUES
0.0047579870975378
1
<0.1%
0.0046389590549696
2
<0.1%
0.0046260991761365
1
<0.1%
0.0043564623852954
1
<0.1%
0.0042029772940227
1
<0.1%
0.0040694767792424
1
<0.1%
0.0038956321128181
1
<0.1%
0.0038913761769924
1
<0.1%
0.0035913313919696
2
<0.1%
0.0035788162605454
1
<0.1%
0.0035354359974242
1
<0.1%
0.0035334665222727
1
<0.1%
0.0033513873278192
1
<0.1%
0.0033323739757272
1
<0.1%
0.0032488269715151
1
<0.1%
var_year_price_peak_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_peak_var
0.65
var_year_price_mid_peak_var
0.52
var_year_price_mid_peak
0.48
var_year_price_mid_peak_fix
0.48
var_year_price_peak
0.45
var_year_price_peak_fix
0.45
var_6m_price_mid_peak_var
0.31
var_year_price_off_peak
0.30
var_year_price_off_peak_fix
0.30
var_6m_price_off_peak_var
0.30
var_6m_price_mid_peak
0.28
var_6m_price_mid_peak_fix
0.28
peak_mid_peak_var_max_monthly_diff
0.28
var_6m_price_peak
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
channel_MISSING
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
churn
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
has_gas
0.00
MOST FREQUENT VALUES
0.0
6,396
43.8%
0.0006089452740833
552
3.8%
3.957295113636379e-06
183
1.3%
3.7207544469697055e-06
148
1.0%
2.7590520833333404e-06
130
0.9%
2.6477320833333143e-06
126
0.9%
3.035138333333253e-06
104
0.7%
4.608482083333329e-06
103
0.7%
4.188145537878784e-06
97
0.7%
2.236080000000005e-06
89
0.6%
3.55248142424242e-06
88
0.6%
4.608482083333368e-06
86
0.6%
4.400378083333331e-06
85
0.6%
5.394652083333298e-06
81
0.6%
4.042427537878779e-06
74
0.5%
SMALLEST VALUES
0.0
6,396
43.8%
2.2299242424256613e-08
1
<0.1%
3.3329113636346055e-08
1
<0.1%
3.963790151513156e-08
1
<0.1%
4.351984090909052e-08
3
<0.1%
4.370651515149214e-08
1
<0.1%
4.4571969696968193e-08
1
<0.1%
4.515135606061805e-08
1
<0.1%
4.516826515151385e-08
1
<0.1%
4.8344810606061066e-08
1
<0.1%
6.010153787876573e-08
1
<0.1%
6.185693181818054e-08
4
<0.1%
6.249862878787906e-08
1
<0.1%
6.693129545454284e-08
1
<0.1%
6.79114772727273e-08
1
<0.1%
LARGEST VALUES
0.0048477232744469
1
<0.1%
0.0047716783333636
1
<0.1%
0.0043556338620606
1
<0.1%
0.0036489808729924
1
<0.1%
0.0035949436336969
1
<0.1%
0.003434391145659
1
<0.1%
0.0033362110838787
1
<0.1%
0.0032340924043636
1
<0.1%
0.0031812550880833
1
<0.1%
0.0031622236842666
1
<0.1%
0.0031442565042424
1
<0.1%
0.0031342030238787
1
<0.1%
0.0030313808683636
1
<0.1%
0.0030279509614772
1
<0.1%
0.0029276217839015
1
<0.1%
var_year_price_mid_peak_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_year_price_mid_peak
0.96
var_year_price_mid_peak_fix
0.96
var_year_price_peak
0.95
var_year_price_peak_fix
0.95
var_6m_price_mid_peak_var
0.67
var_6m_price_mid_peak
0.64
var_6m_price_mid_peak_fix
0.64
var_6m_price_peak
0.64
var_6m_price_peak_fix
0.64
var_year_price_peak_var
0.52
var_6m_price_off_peak_var
0.30
var_year_price_off_peak
0.30
var_year_price_off_peak_fix
0.30
var_6m_price_peak_var
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.03
nb_prod_act
0.03
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.03
channel_usilxuppasemubllopkaafesmlibmsdf
0.03
has_gas
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.02
channel_MISSING
0.01
churn
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
MOST FREQUENT VALUES
0.0
9,019
61.7%
7.731818181818556e-10
187
1.3%
1.8716015151515176e-06
183
1.3%
1.7770272954544875e-06
148
1.0%
2.1628199696969702e-06
130
0.9%
2.4367993636363674e-06
126
0.9%
2.3794751515151604e-06
104
0.7%
8.223087878787714e-08
97
0.7%
2.354651515151519e-06
89
0.6%
2.522045659090924e-06
88
0.6%
4.601706060605965e-08
85
0.6%
4.2698390151515897e-07
81
0.6%
1.319223333333297e-06
74
0.5%
2.1826788787878687e-06
71
0.5%
8.703760227272753e-07
62
0.4%
SMALLEST VALUES
0.0
9,019
61.7%
4.941818181818195e-10
1
<0.1%
5.945151515152025e-10
5
<0.1%
6.875151515151826e-10
2
<0.1%
7.06909090909018e-10
1
<0.1%
7.42254545454569e-10
1
<0.1%
7.611136363609306e-10
1
<0.1%
7.620606060612034e-10
1
<0.1%
7.731818181791703e-10
5
<0.1%
7.731818181818556e-10
187
1.3%
7.856590909106647e-10
1
<0.1%
7.95272727272508e-10
1
<0.1%
8.100000000000403e-10
1
<0.1%
1.1004545454541864e-09
1
<0.1%
1.124386363636374e-09
1
<0.1%
LARGEST VALUES
0.0026109442715151
1
<0.1%
0.002582765817356
1
<0.1%
0.0024977752764545
1
<0.1%
0.0024631439067878
1
<0.1%
0.0021957160969696
1
<0.1%
0.001934904067356
1
<0.1%
0.0016151105522727
1
<0.1%
0.0015792192066666
1
<0.1%
0.0015702463702651
1
<0.1%
0.0015661058229999
1
<0.1%
0.0015489941742727
1
<0.1%
0.0014916363678787
1
<0.1%
0.0014881996073636
1
<0.1%
0.0014728197733636
1
<0.1%
0.0014354022145151
1
<0.1%
var_year_price_off_peak_fix
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_year_price_off_peak
1.00
var_6m_price_off_peak
0.92
var_6m_price_off_peak_fix
0.92
var_6m_price_off_peak_var
0.76
var_year_price_off_peak_var
0.52
var_6m_price_peak
0.46
var_6m_price_peak_fix
0.46
var_6m_price_mid_peak
0.43
var_6m_price_mid_peak_fix
0.43
var_6m_price_peak_var
0.43
var_6m_price_mid_peak_var
0.42
var_year_price_peak
0.34
var_year_price_peak_fix
0.34
var_year_price_mid_peak_fix
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.03
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
churn
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
nb_prod_act
0.01
channel_MISSING
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
has_gas
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
MOST FREQUENT VALUES
0.0
1,401
9.6%
3.490909143860595e-13
608
4.2%
3.8181818111259284e-13
573
3.9%
3.436363643361389e-12
540
3.7%
0.0064647208082943
488
3.3%
0.0054289416934153
461
3.2%
2.94545456505995e-13
453
3.1%
0.0072385356078
390
2.7%
0.0076618913283488
384
2.6%
0.0083801936403809
367
2.5%
0.0040214382914185
366
2.5%
0.0064647595967453
353
2.4%
0.0070375170099823
336
2.3%
0.0064341946332547
326
2.2%
0.0064343012662695
314
2.1%
SMALLEST VALUES
0.0
1,401
9.6%
3.49090912514768e-14
1
<0.1%
4.7127272831262686e-14
1
<0.1%
5.5854546783925203e-14
1
<0.1%
6.109091016287912e-14
27
0.2%
1.200000000664034e-13
6
<0.1%
2.1818181632672373e-13
2
<0.1%
2.181818167142925e-13
31
0.2%
2.356363622818285e-13
2
<0.1%
2.9454545579545233e-13
9
<0.1%
2.94545456183021e-13
6
<0.1%
2.94545456505995e-13
453
3.1%
2.945454570873481e-13
2
<0.1%
3.1418182014769706e-13
2
<0.1%
3.4909091379178753e-13
16
0.1%
LARGEST VALUES
344.5652333077425
1
<0.1%
339.3086059111142
1
<0.1%
298.34268782618165
1
<0.1%
297.1487792323909
1
<0.1%
256.0545502438006
1
<0.1%
255.83828817473056
1
<0.1%
255.4102172391022
1
<0.1%
255.41021723910217
1
<0.1%
255.2172840043644
1
<0.1%
251.3397080823068
1
<0.1%
251.02941655207772
1
<0.1%
250.9415858395614
1
<0.1%
250.74192150244508
1
<0.1%
250.59038714024845
1
<0.1%
250.34139077767304
1
<0.1%
var_year_price_peak_fix
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_year_price_peak
1.00
var_year_price_mid_peak
0.95
var_year_price_mid_peak_fix
0.95
var_year_price_mid_peak_var
0.95
var_6m_price_peak
0.66
var_6m_price_peak_fix
0.66
var_6m_price_mid_peak_var
0.65
var_6m_price_mid_peak
0.64
var_6m_price_mid_peak_fix
0.64
var_year_price_peak_var
0.45
var_year_price_off_peak
0.34
var_year_price_off_peak_fix
0.34
var_6m_price_off_peak
0.31
var_6m_price_off_peak_fix
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.03
channel_usilxuppasemubllopkaafesmlibmsdf
0.03
nb_prod_act
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.02
has_gas
0.02
churn
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_MISSING
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
MOST FREQUENT VALUES
0.0
9,710
66.5%
1.848000001321932e-12
540
3.7%
0.0019544190096292
461
3.2%
0.0026059154732663
390
2.7%
0.0014477177849105
366
2.5%
0.0025335061235934
336
2.3%
0.0023163953769751
327
2.2%
0.0023163484558568
314
2.1%
0.0025335452243934
265
1.8%
0.0019544659310116
206
1.4%
0.0014477568865025
202
1.4%
0.000796268243448
135
0.9%
1.900800000438844e-12
50
0.3%
0.0281566146172079
47
0.3%
0.0032280478226969
39
0.3%
SMALLEST VALUES
0.0
9,710
66.5%
5.808000017565533e-13
1
<0.1%
1.4256000012729085e-12
1
<0.1%
1.689600002537378e-12
20
0.1%
1.774080002510567e-12
2
<0.1%
1.8479999987675152e-12
1
<0.1%
1.848000001321932e-12
540
3.7%
1.900800000438844e-12
50
0.3%
1.900800000832041e-12
1
<0.1%
1.9008000016374922e-12
4
<0.1%
1.9360000019691857e-12
1
<0.1%
4.223999999737857e-12
1
<0.1%
5.7023999929081335e-12
1
<0.1%
6.75839999711785e-12
1
<0.1%
6.7583999985475475e-12
1
<0.1%
LARGEST VALUES
271.1618002437204
1
<0.1%
200.9517253675696
1
<0.1%
164.88989190591872
2
<0.1%
162.86811804105994
1
<0.1%
161.78486365103862
1
<0.1%
161.56777261620007
2
<0.1%
161.56776677470117
1
<0.1%
161.5677609332022
1
<0.1%
158.3440036510305
1
<0.1%
158.34400365103048
1
<0.1%
158.34400365103045
1
<0.1%
158.16383040199898
1
<0.1%
157.9835220701004
2
<0.1%
157.97738338086117
1
<0.1%
157.33291796308444
1
<0.1%
var_year_price_mid_peak_fix
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_year_price_mid_peak
1.00
var_year_price_mid_peak_var
0.96
var_year_price_peak
0.95
var_year_price_peak_fix
0.95
var_6m_price_mid_peak
0.67
var_6m_price_mid_peak_fix
0.67
var_6m_price_mid_peak_var
0.66
var_6m_price_peak
0.65
var_6m_price_peak_fix
0.65
var_year_price_peak_var
0.48
var_6m_price_off_peak_var
0.31
var_year_price_off_peak
0.31
var_year_price_off_peak_fix
0.31
var_6m_price_off_peak
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.03
nb_prod_act
0.03
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.03
channel_usilxuppasemubllopkaafesmlibmsdf
0.02
has_gas
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
channel_MISSING
0.01
churn
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
9,710
66.5%
8.797090905166813e-12
540
3.7%
0.0008686306709463
461
3.2%
0.0011582083541061
390
2.7%
0.0006434301266268
366
2.5%
0.0011260027215971
336
2.3%
0.0010295564562153
327
2.2%
0.001029488202603
314
2.1%
0.001126059598979
265
1.8%
0.0008686989258153
206
1.4%
0.0006434870077789
202
1.4%
0.0003539207021062
134
0.9%
9.048436369638684e-12
50
0.3%
0.0240612754389642
47
0.3%
0.0001697423951476
39
0.3%
SMALLEST VALUES
0.0
9,710
66.5%
7.876363614312775e-13
1
<0.1%
1.063309089288313e-12
1
<0.1%
1.2602181779216413e-12
1
<0.1%
1.3783636321231306e-12
26
0.2%
2.010763636903758e-12
1
<0.1%
2.1992727251841965e-12
32
0.2%
2.262109092409672e-12
3
<0.1%
2.7647999991430733e-12
1
<0.1%
6.786327266899148e-12
1
<0.1%
8.043054547615033e-12
20
0.1%
8.445207275341125e-12
2
<0.1%
8.797090905166813e-12
540
3.7%
8.797090915816062e-12
1
<0.1%
9.04843635967129e-12
4
<0.1%
LARGEST VALUES
74.76114847937929
2
<0.1%
72.38584445855469
1
<0.1%
71.90439801559602
1
<0.1%
71.8079072012419
2
<0.1%
71.807898704517
1
<0.1%
71.80789020779157
1
<0.1%
70.37512655692818
3
<0.1%
70.2950446560713
1
<0.1%
70.21491250516138
2
<0.1%
70.2121842380115
1
<0.1%
69.92575509582922
1
<0.1%
69.81325137302282
2
<0.1%
69.8132414601772
1
<0.1%
69.81323013121165
1
<0.1%
68.35305003828964
1
<0.1%
var_year_price_off_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_year_price_off_peak_fix
1.00
var_6m_price_off_peak
0.92
var_6m_price_off_peak_fix
0.92
var_6m_price_off_peak_var
0.76
var_year_price_off_peak_var
0.52
var_6m_price_peak
0.46
var_6m_price_peak_fix
0.46
var_6m_price_mid_peak
0.43
var_6m_price_mid_peak_fix
0.43
var_6m_price_peak_var
0.43
var_6m_price_mid_peak_var
0.42
var_year_price_peak
0.34
var_year_price_peak_fix
0.34
var_year_price_mid_peak_fix
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.03
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
churn
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
nb_prod_act
0.01
channel_MISSING
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
has_gas
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
MOST FREQUENT VALUES
0.0040372506116837
182
1.2%
0.0064700875031049
181
1.2%
0.0054443991158396
147
1.0%
0.007254895117156
113
0.8%
0.006450639244429
111
0.8%
0.0070540981102474
102
0.7%
0.0
100
0.7%
0.0076672870294094
96
0.7%
0.0054437422609305
87
0.6%
0.0070598978864974
77
0.5%
0.0086236483055338
74
0.5%
0.0040376596825927
73
0.5%
0.0064511019938074
71
0.5%
8.904324810606029e-06
71
0.5%
0.0070535641037014
70
0.5%
SMALLEST VALUES
0.0
100
0.7%
8.715448106060281e-07
1
<0.1%
1.9567581515151726e-06
5
<0.1%
1.9656821515151386e-06
1
<0.1%
2.0298042651515144e-06
1
<0.1%
2.1795944096969584e-06
1
<0.1%
2.1894419696969623e-06
1
<0.1%
2.4258713333333337e-06
1
<0.1%
2.488015151515113e-06
1
<0.1%
2.506843500606045e-06
1
<0.1%
2.5235066287879e-06
2
<0.1%
2.596059886969584e-06
1
<0.1%
2.6438242424242102e-06
7
<0.1%
2.6554359999999777e-06
1
<0.1%
2.6795433560606146e-06
1
<0.1%
LARGEST VALUES
344.56881212400305
1
<0.1%
339.30906448450816
1
<0.1%
298.3460202001574
1
<0.1%
297.1501009274408
1
<0.1%
256.0571414267719
1
<0.1%
255.8408013127569
1
<0.1%
255.4126792450853
1
<0.1%
255.4126548508637
1
<0.1%
255.21975988245376
1
<0.1%
251.34223844599995
1
<0.1%
251.03179493304
1
<0.1%
250.94397331625785
1
<0.1%
250.74430081299744
1
<0.1%
250.59276552121065
1
<0.1%
250.34382434953355
1
<0.1%
var_year_price_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_year_price_peak_fix
1.00
var_year_price_mid_peak
0.95
var_year_price_mid_peak_fix
0.95
var_year_price_mid_peak_var
0.95
var_6m_price_peak
0.66
var_6m_price_peak_fix
0.66
var_6m_price_mid_peak_var
0.65
var_6m_price_mid_peak
0.64
var_6m_price_mid_peak_fix
0.64
var_year_price_peak_var
0.45
var_year_price_off_peak
0.34
var_year_price_off_peak_fix
0.34
var_6m_price_off_peak
0.31
var_6m_price_off_peak_fix
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.03
channel_usilxuppasemubllopkaafesmlibmsdf
0.03
nb_prod_act
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.02
has_gas
0.02
churn
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_MISSING
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
MOST FREQUENT VALUES
0.0
6,396
43.8%
0.0006089452740833
552
3.8%
0.0014516750800241
182
1.2%
0.0019581397640762
147
1.0%
0.0026085632053496
113
0.8%
0.0023191544290584
111
0.8%
0.0025365412619267
102
0.7%
0.0019579714910535
87
0.6%
4.608483931333331e-06
83
0.6%
0.0025389007756767
77
0.5%
4.6084839313333696e-06
74
0.5%
0.0014517602124484
73
0.5%
0.0023197467546068
71
0.5%
2.572824810606077e-06
71
0.5%
0.0025357813043934
70
0.5%
SMALLEST VALUES
0.0
6,396
43.8%
2.2299242424256613e-08
1
<0.1%
3.3329113636346055e-08
1
<0.1%
3.963790151513156e-08
1
<0.1%
4.351984090909052e-08
3
<0.1%
4.370651515149214e-08
1
<0.1%
4.4571969696968193e-08
1
<0.1%
4.515135606061805e-08
1
<0.1%
4.516826515151385e-08
1
<0.1%
4.8344810606061066e-08
1
<0.1%
6.010153787876573e-08
1
<0.1%
6.185693181818054e-08
4
<0.1%
6.249862878787906e-08
1
<0.1%
6.693129545454284e-08
1
<0.1%
6.79114772727273e-08
1
<0.1%
LARGEST VALUES
271.1625553438433
1
<0.1%
200.95195568185744
1
<0.1%
164.89473962919317
1
<0.1%
164.89466358425207
1
<0.1%
162.870788033966
1
<0.1%
161.78779127282252
1
<0.1%
161.57100086710554
1
<0.1%
161.57095387128817
1
<0.1%
161.57079231407056
1
<0.1%
161.56790069192678
1
<0.1%
158.3466236001371
1
<0.1%
158.3464929606571
1
<0.1%
158.3440820381453
1
<0.1%
158.16387302829685
1
<0.1%
157.9836198642943
1
<0.1%
var_year_price_mid_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_year_price_mid_peak_fix
1.00
var_year_price_mid_peak_var
0.96
var_year_price_peak
0.95
var_year_price_peak_fix
0.95
var_6m_price_mid_peak
0.67
var_6m_price_mid_peak_fix
0.67
var_6m_price_mid_peak_var
0.66
var_6m_price_peak
0.65
var_6m_price_peak_fix
0.65
var_year_price_peak_var
0.48
var_6m_price_off_peak_var
0.31
var_year_price_off_peak
0.31
var_year_price_off_peak_fix
0.31
var_6m_price_off_peak
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.03
nb_prod_act
0.03
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.03
channel_usilxuppasemubllopkaafesmlibmsdf
0.02
has_gas
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
channel_MISSING
0.01
churn
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
9,019
61.7%
0.000645301728142
182
1.2%
7.819789090870225e-10
157
1.1%
0.0008704076982417
147
1.0%
0.0011606451534698
113
0.8%
0.001031719276185
111
0.8%
0.0011283821967486
102
0.7%
0.0008711527166054
87
0.6%
0.0011264297054986
77
0.5%
0.0006447493499602
73
0.5%
0.0010316708814818
71
0.5%
0.0011284142504942
70
0.5%
8.703848198181805e-07
51
0.3%
0.0006435692386577
46
0.3%
0.0010298817094818
43
0.3%
SMALLEST VALUES
0.0
9,019
61.7%
4.941818181818195e-10
1
<0.1%
5.945151515152025e-10
5
<0.1%
6.875151515151826e-10
2
<0.1%
7.51302981824272e-10
1
<0.1%
7.708576969663705e-10
1
<0.1%
7.731818181791703e-10
4
<0.1%
7.731818181818556e-10
13
<0.1%
7.74442036357092e-10
1
<0.1%
7.812248727294706e-10
4
<0.1%
7.819789090870225e-10
157
1.1%
7.822302545514943e-10
13
<0.1%
8.043211636321791e-10
1
<0.1%
8.100000000000403e-10
1
<0.1%
1.1004545454541864e-09
1
<0.1%
LARGEST VALUES
74.7637594236508
1
<0.1%
74.76361162328608
1
<0.1%
72.38721615033131
1
<0.1%
71.90581416797527
1
<0.1%
71.80951381506928
1
<0.1%
71.8094733070649
1
<0.1%
71.80936302756494
1
<0.1%
71.80929906688836
1
<0.1%
70.37650914904783
1
<0.1%
70.3764601000747
1
<0.1%
70.37626162368151
1
<0.1%
70.29637730649156
1
<0.1%
70.21627350920926
1
<0.1%
70.21620824637336
1
<0.1%
70.21376345721816
1
<0.1%
var_6m_price_off_peak_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_off_peak
0.81
var_6m_price_off_peak_fix
0.81
var_year_price_off_peak
0.76
var_year_price_off_peak_fix
0.76
var_year_price_off_peak_var
0.62
var_6m_price_peak
0.48
var_6m_price_peak_fix
0.48
var_6m_price_mid_peak_var
0.48
var_6m_price_mid_peak
0.47
var_6m_price_mid_peak_fix
0.47
var_6m_price_peak_var
0.47
var_year_price_mid_peak
0.31
var_year_price_mid_peak_fix
0.31
var_year_price_peak
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.04
churn
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
has_gas
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_MISSING
0.00
MOST FREQUENT VALUES
3.318240666666617e-06
1,295
8.9%
1.110032016666668e-05
1,250
8.6%
3.318240666666697e-06
1,098
7.5%
1.1100320166666667e-05
510
3.5%
3.5697306666666378e-06
432
3.0%
1.1100320166666622e-05
278
1.9%
1.1100320166666693e-05
211
1.4%
5.597004166666654e-06
142
1.0%
3.318240666666709e-06
134
0.9%
1.0351424166666688e-05
133
0.9%
3.569730666666869e-06
128
0.9%
3.569730666666668e-06
123
0.8%
2.365048166666632e-06
119
0.8%
2.369841466666564e-06
116
0.8%
3.1905338666666243e-06
115
0.8%
SMALLEST VALUES
0.0
104
0.7%
1.600666666665752e-09
1
<0.1%
3.8399999999997055e-08
2
<0.1%
9.500416666667152e-08
8
<0.1%
9.958816666667141e-08
8
<0.1%
1.665749666667187e-07
1
<0.1%
2.501041666666751e-07
7
<0.1%
2.509214999999956e-07
1
<0.1%
2.965926666666736e-07
1
<0.1%
3.924289666666605e-07
1
<0.1%
3.988681666666538e-07
42
0.3%
4.092481666666593e-07
12
<0.1%
4.554326666666728e-07
1
<0.1%
4.743281666666618e-07
1
<0.1%
4.754535000000021e-07
9
<0.1%
LARGEST VALUES
0.0055429986165666
1
<0.1%
0.0053868341475999
1
<0.1%
0.0046506250585666
1
<0.1%
0.0044474134786666
1
<0.1%
0.0043898082114666
1
<0.1%
0.0043858506738666
1
<0.1%
0.0042052558609666
1
<0.1%
0.0041020997114666
1
<0.1%
0.0040499059697666
1
<0.1%
0.0039762107985666
1
<0.1%
0.0039755603919
2
<0.1%
0.0039429137469666
1
<0.1%
0.0039253257768
1
<0.1%
0.0039166742413666
1
<0.1%
0.0039075174735
2
<0.1%
var_6m_price_peak_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_year_price_peak_var
0.65
var_6m_price_off_peak_var
0.47
var_6m_price_off_peak
0.46
var_6m_price_off_peak_fix
0.46
var_year_price_off_peak
0.43
var_year_price_off_peak_fix
0.43
var_6m_price_mid_peak_var
0.42
var_6m_price_mid_peak
0.40
var_6m_price_mid_peak_fix
0.40
var_6m_price_peak
0.40
var_6m_price_peak_fix
0.40
var_year_price_mid_peak_var
0.29
var_year_price_mid_peak
0.28
var_year_price_mid_peak_fix
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
nb_prod_act
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
churn
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
has_gas
0.00
channel_MISSING
0.00
MOST FREQUENT VALUES
0.0
6,768
46.3%
2.896760166666666e-06
1,170
8.0%
2.89676016666666e-06
617
4.2%
9.450150000000093e-08
555
3.8%
2.896760166666548e-06
459
3.1%
2.896760166666644e-06
271
1.9%
0.0012178905481666
239
1.6%
1.917144166666672e-06
133
0.9%
9.45014999999719e-08
124
0.8%
2.679260166666665e-06
104
0.7%
9.450149999999313e-08
103
0.7%
1.4055360000000168e-06
97
0.7%
2.797092966666662e-06
91
0.6%
2.896760166666527e-06
79
0.5%
9.450150000002216e-08
77
0.5%
SMALLEST VALUES
0.0
6,768
46.3%
1.1266666666672244e-10
2
<0.1%
1.4016666666676717e-08
4
<0.1%
2.747266666665052e-08
1
<0.1%
2.8016666666665296e-08
1
<0.1%
2.909669999998896e-08
1
<0.1%
2.968066666666469e-08
1
<0.1%
3.0346566666654086e-08
1
<0.1%
3.0388166666665256e-08
1
<0.1%
3.0960166666668174e-08
1
<0.1%
3.2488666666669576e-08
1
<0.1%
3.888149999999732e-08
4
<0.1%
5.6756966666667226e-08
1
<0.1%
5.70001666666671e-08
3
<0.1%
5.7248666666664366e-08
3
<0.1%
LARGEST VALUES
0.0047911972482666
1
<0.1%
0.0036698321922666
1
<0.1%
0.0036120007170666
1
<0.1%
0.0035852176462666
1
<0.1%
0.0034078472066666
1
<0.1%
0.0032235523489666
1
<0.1%
0.0031787397681666
1
<0.1%
0.0031261381655999
1
<0.1%
0.0031162184802666
1
<0.1%
0.0030481161249666
1
<0.1%
0.0030445386856
1
<0.1%
0.0030100353261666
1
<0.1%
0.0029480876509666
1
<0.1%
0.0029400624048
1
<0.1%
0.0028467592743
1
<0.1%
var_6m_price_mid_peak_var
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_mid_peak
0.98
var_6m_price_mid_peak_fix
0.98
var_6m_price_peak
0.97
var_6m_price_peak_fix
0.97
var_year_price_mid_peak_var
0.67
var_year_price_mid_peak
0.66
var_year_price_mid_peak_fix
0.66
var_year_price_peak
0.65
var_year_price_peak_fix
0.65
var_6m_price_off_peak_var
0.48
var_6m_price_off_peak
0.45
var_6m_price_off_peak_fix
0.45
var_year_price_off_peak
0.42
var_year_price_off_peak_fix
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.04
has_gas
0.03
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_MISSING
0.01
churn
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
9,161
62.7%
4.860000000000553e-10
2,420
16.6%
4.859999999979743e-10
244
1.7%
2.4115046666666737e-06
133
0.9%
1.5385666666666226e-07
104
0.7%
4.859999999980495e-10
102
0.7%
1.4800666666666573e-06
97
0.7%
9.703746666666336e-08
91
0.6%
4.860000000001303e-10
50
0.3%
2.729265599999977e-06
48
0.3%
1.7094359999999553e-07
46
0.3%
2.616681666666681e-07
44
0.3%
1.2168006666666543e-06
32
0.2%
5.476524000000073e-07
31
0.2%
4.85999999998534e-10
30
0.2%
SMALLEST VALUES
0.0
9,161
62.7%
3.9359999999996336e-10
1
<0.1%
4.5666666666667724e-10
5
<0.1%
4.681666666650897e-10
1
<0.1%
4.681666666666616e-10
1
<0.1%
4.794666666670282e-10
1
<0.1%
4.859999999979743e-10
244
1.7%
4.859999999980495e-10
102
0.7%
4.85999999998534e-10
30
0.2%
4.860000000000553e-10
2,420
16.6%
4.860000000001303e-10
50
0.3%
4.8600000000033e-10
1
<0.1%
4.860000000016564e-10
17
0.1%
4.860000000018264e-10
11
<0.1%
4.860000000019013e-10
3
<0.1%
LARGEST VALUES
0.0024152877066666
1
<0.1%
0.0019225231644
1
<0.1%
0.0017888325770999
1
<0.1%
0.0017453630763
2
<0.1%
0.0016665955356
1
<0.1%
0.0016473492649666
1
<0.1%
0.0016411649706666
2
<0.1%
0.0016213404890999
1
<0.1%
0.0016039677001666
3
<0.1%
0.0015972772905666
1
<0.1%
0.0015904440206666
1
<0.1%
0.0015898881734666
1
<0.1%
0.0015781115406666
1
<0.1%
0.0015775578534666
3
<0.1%
0.0015689292395999
1
<0.1%
var_6m_price_off_peak_fix
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_off_peak
1.00
var_year_price_off_peak_fix
0.92
var_year_price_off_peak
0.92
var_6m_price_off_peak_var
0.81
var_6m_price_peak
0.50
var_6m_price_peak_fix
0.50
var_6m_price_mid_peak
0.46
var_6m_price_mid_peak_fix
0.46
var_6m_price_peak_var
0.46
var_6m_price_mid_peak_var
0.45
var_year_price_off_peak_var
0.44
var_year_price_peak
0.31
var_year_price_peak_fix
0.31
var_year_price_mid_peak_fix
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
nb_prod_act
0.01
churn
0.01
has_gas
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
channel_MISSING
0.00
MOST FREQUENT VALUES
0.0
8,858
60.6%
0.0084281942399997
1,090
7.5%
0.00948171852
709
4.9%
0.0052676214
682
4.7%
0.0070774185983995
385
2.6%
0.0044233866239994
315
2.2%
0.0079620959231998
240
1.6%
0.0070774185983996
239
1.6%
0.0052676213999999
189
1.3%
0.7904545784373633
166
1.1%
0.0044233866239998
156
1.1%
0.2311941310293612
130
0.9%
0.4691576213999999
124
0.8%
1.2647273254997835
101
0.7%
0.7506521942400015
99
0.7%
SMALLEST VALUES
0.0
8,858
60.6%
6.93600000024791e-13
1
<0.1%
2.700000002140359e-12
1
<0.1%
0.0044233866239994
315
2.2%
0.0044233866239998
156
1.1%
0.0045328811760002
5
<0.1%
0.0052676213999998
15
0.1%
0.0052676213999999
189
1.3%
0.0052676214
682
4.7%
0.0052676455787734
1
<0.1%
0.0053080639487994
1
<0.1%
0.0056291813999997
14
<0.1%
0.0056291813999998
7
<0.1%
0.00632114568
1
<0.1%
0.0070771579415999
1
<0.1%
LARGEST VALUES
525.9888807236853
1
<0.1%
525.2283119426398
1
<0.1%
464.6219868618304
1
<0.1%
462.8157495916891
1
<0.1%
461.97213307394895
1
<0.1%
446.1144812817515
1
<0.1%
444.2600295315247
1
<0.1%
443.4279027151148
1
<0.1%
442.35788622486
4
<0.1%
442.3578862248599
1
<0.1%
440.5955705466265
1
<0.1%
439.7117586755352
3
<0.1%
438.8261774497944
1
<0.1%
329.2220405714205
3
<0.1%
288.1666810004124
1
<0.1%
var_6m_price_peak_fix
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_peak
1.00
var_6m_price_mid_peak
0.97
var_6m_price_mid_peak_fix
0.97
var_6m_price_mid_peak_var
0.97
var_year_price_peak_fix
0.66
var_year_price_peak
0.66
var_year_price_mid_peak
0.65
var_year_price_mid_peak_fix
0.65
var_year_price_mid_peak_var
0.64
var_6m_price_off_peak
0.50
var_6m_price_off_peak_fix
0.50
var_6m_price_off_peak_var
0.48
var_year_price_off_peak
0.46
var_year_price_off_peak_fix
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.03
has_gas
0.03
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
churn
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
channel_MISSING
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
12,648
86.6%
0.0025481209343999
626
4.3%
0.0015925755839999
471
3.2%
0.0028666360511999
242
1.7%
0.0495559452072957
52
0.4%
0.03097246575456
44
0.3%
0.155823123554305
41
0.3%
0.0973894522214407
40
0.3%
99.53051658064774
37
0.3%
0.0595513219509601
36
0.2%
0.095282115121536
28
0.2%
0.0557504383582074
22
0.2%
0.1753010139985925
18
0.1%
157.9773491107334
16
0.1%
99.37285596382706
13
<0.1%
SMALLEST VALUES
0.0
12,648
86.6%
0.0015925755839999
471
3.2%
0.001658144256
5
<0.1%
0.0019110907007999
1
<0.1%
0.0025481209343999
626
4.3%
0.0026530308096
12
<0.1%
0.0028666360511999
242
1.7%
0.0029846596608
7
<0.1%
0.003551109504
2
<0.1%
0.0035511095040002
3
<0.1%
0.0056817752064003
2
<0.1%
0.0056817752064005
2
<0.1%
0.0063919971072
1
<0.1%
0.0118291190594403
3
<0.1%
0.01851854814816
4
<0.1%
LARGEST VALUES
399.4711151084164
1
<0.1%
221.9283972824535
1
<0.1%
180.6938773092056
1
<0.1%
179.1549298451659
8
<0.1%
178.67876284353594
1
<0.1%
178.6787628435359
1
<0.1%
178.2019588116723
1
<0.1%
165.8321198596668
1
<0.1%
161.95237554276088
1
<0.1%
160.82488948343942
1
<0.1%
160.57968709298282
1
<0.1%
160.55549066611144
1
<0.1%
159.24882652903642
1
<0.1%
159.2488265290364
2
<0.1%
159.24882652903636
5
<0.1%
var_6m_price_mid_peak_fix
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_mid_peak
1.00
var_6m_price_mid_peak_var
0.98
var_6m_price_peak
0.97
var_6m_price_peak_fix
0.97
var_year_price_mid_peak_fix
0.67
var_year_price_mid_peak
0.67
var_year_price_mid_peak_var
0.64
var_year_price_peak_fix
0.64
var_year_price_peak
0.64
var_6m_price_off_peak_var
0.47
var_6m_price_off_peak
0.46
var_6m_price_off_peak_fix
0.46
var_year_price_off_peak
0.43
var_year_price_off_peak_fix
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.03
has_gas
0.03
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_MISSING
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
churn
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
12,648
86.6%
0.0011326372224
626
4.3%
0.000707898264
471
3.2%
0.0012742168751999
241
1.7%
0.0423484568616961
52
0.4%
44.23579383578343
47
0.3%
0.0264677855385599
44
0.3%
0.1428236305751039
41
0.3%
0.0892647691094399
40
0.3%
0.0532366402869603
36
0.2%
0.0851786244591366
28
0.2%
0.0476420139694075
22
0.2%
0.1606765843969919
18
0.1%
70.21213439055421
16
0.1%
43.88258399409639
14
<0.1%
SMALLEST VALUES
0.0
12,648
86.6%
0.000186684504
5
<0.1%
0.0002986952064
4
<0.1%
0.0003360321072
1
<0.1%
0.000707898264
471
3.2%
0.000751833816
5
<0.1%
0.0008494779168
1
<0.1%
0.0011326372224
626
4.3%
0.0012029341056
8
<0.1%
0.0012029341056001
4
<0.1%
0.0012742168751999
241
1.7%
0.0012742168752
1
<0.1%
0.0013533008688
7
<0.1%
0.00911280717144
3
<0.1%
0.0145804914743038
9
<0.1%
LARGEST VALUES
80.87602858982493
1
<0.1%
79.62442890441017
8
<0.1%
79.41278615870354
2
<0.1%
79.20086025369133
1
<0.1%
75.18835504211862
1
<0.1%
72.74283402856597
1
<0.1%
71.97883070803047
1
<0.1%
71.884746242909
1
<0.1%
71.74870509535278
1
<0.1%
70.77727013725348
9
<0.1%
70.63641093953706
2
<0.1%
70.49526858251505
1
<0.1%
70.35384306618744
3
<0.1%
70.21213439055424
2
<0.1%
70.21213439055421
16
0.1%
var_6m_price_off_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_off_peak_fix
1.00
var_year_price_off_peak_fix
0.92
var_year_price_off_peak
0.92
var_6m_price_off_peak_var
0.81
var_6m_price_peak
0.50
var_6m_price_peak_fix
0.50
var_6m_price_mid_peak
0.46
var_6m_price_mid_peak_fix
0.46
var_6m_price_peak_var
0.46
var_6m_price_mid_peak_var
0.45
var_year_price_off_peak_var
0.44
var_year_price_peak
0.31
var_year_price_peak_fix
0.31
var_year_price_mid_peak_fix
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
nb_prod_act
0.01
churn
0.01
has_gas
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
channel_MISSING
0.00
MOST FREQUENT VALUES
3.318240666666617e-06
1,295
8.9%
1.110032016666668e-05
1,249
8.6%
3.318240666666697e-06
1,098
7.5%
1.1100320166666667e-05
510
3.5%
3.5697306666666378e-06
432
3.0%
1.1100320166666622e-05
278
1.9%
1.1100320166666693e-05
211
1.4%
5.597004166666654e-06
142
1.0%
3.318240666666709e-06
134
0.9%
0.0070877700225662
133
0.9%
0.0052699864481666
128
0.9%
3.569730666666869e-06
128
0.9%
3.569730666666668e-06
123
0.8%
0.0084305640814664
116
0.8%
0.0094845614501667
110
0.8%
SMALLEST VALUES
0.0
104
0.7%
5.478281666666761e-07
1
<0.1%
7.632666666666452e-07
1
<0.1%
8.162281666666754e-07
1
<0.1%
8.87041499999997e-07
1
<0.1%
1.5862041666666694e-06
2
<0.1%
1.5925248000000237e-06
1
<0.1%
1.7484328000000094e-06
1
<0.1%
1.8509465666666927e-06
1
<0.1%
1.879360666666648e-06
17
0.1%
1.8793606666666727e-06
1
<0.1%
1.903445000000001e-06
1
<0.1%
1.9767066666666703e-06
1
<0.1%
2.0375374666666528e-06
1
<0.1%
2.128206266666563e-06
1
<0.1%
LARGEST VALUES
525.9942675578328
1
<0.1%
525.2311742390625
1
<0.1%
464.626434275309
1
<0.1%
462.820135442363
1
<0.1%
461.9765228821604
1
<0.1%
446.118388799225
1
<0.1%
444.2639370489982
1
<0.1%
443.4320048148263
1
<0.1%
442.3620914807208
1
<0.1%
442.3618624356585
1
<0.1%
442.3618617852519
2
<0.1%
442.36175000350346
1
<0.1%
440.59938545340486
1
<0.1%
439.715684001312
1
<0.1%
439.7156753497765
1
<0.1%
var_6m_price_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_peak_fix
1.00
var_6m_price_mid_peak
0.97
var_6m_price_mid_peak_fix
0.97
var_6m_price_mid_peak_var
0.97
var_year_price_peak_fix
0.66
var_year_price_peak
0.66
var_year_price_mid_peak
0.65
var_year_price_mid_peak_fix
0.65
var_year_price_mid_peak_var
0.64
var_6m_price_off_peak
0.50
var_6m_price_off_peak_fix
0.50
var_6m_price_off_peak_var
0.48
var_year_price_off_peak
0.46
var_year_price_off_peak_fix
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.03
has_gas
0.03
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
churn
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
channel_MISSING
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
6,768
46.3%
2.896760166666666e-06
1,170
8.0%
2.89676016666666e-06
617
4.2%
9.450150000000093e-08
555
3.8%
2.896760166666548e-06
459
3.1%
2.896760166666644e-06
270
1.8%
0.0012178905481666
239
1.6%
0.0025500380785666
133
0.9%
9.45014999999719e-08
124
0.8%
9.450149999999313e-08
103
0.7%
0.0015939811199999
98
0.7%
2.896760166666527e-06
79
0.5%
9.450150000002216e-08
77
0.5%
2.896760166666692e-06
73
0.5%
1.6172041666666706e-06
73
0.5%
SMALLEST VALUES
0.0
6,768
46.3%
1.1266666666672244e-10
2
<0.1%
1.4016666666676717e-08
4
<0.1%
2.747266666665052e-08
1
<0.1%
2.8016666666665296e-08
1
<0.1%
2.909669999998896e-08
1
<0.1%
2.968066666666469e-08
1
<0.1%
3.0346566666654086e-08
1
<0.1%
3.0388166666665256e-08
1
<0.1%
3.0960166666668174e-08
1
<0.1%
3.2488666666669576e-08
1
<0.1%
3.888149999999732e-08
4
<0.1%
5.6756966666667226e-08
1
<0.1%
5.70001666666671e-08
3
<0.1%
5.7248666666664366e-08
3
<0.1%
LARGEST VALUES
399.4725065513804
1
<0.1%
221.92858841086948
1
<0.1%
180.6965027712085
1
<0.1%
179.15833769237256
1
<0.1%
179.15815339751487
1
<0.1%
179.15804606364617
1
<0.1%
179.1578699075707
1
<0.1%
179.15771941077818
2
<0.1%
179.15506128802255
1
<0.1%
179.15500640817487
1
<0.1%
178.68188898170152
1
<0.1%
178.68131003564264
1
<0.1%
178.20452515093527
1
<0.1%
165.83691105691506
1
<0.1%
161.95518283979823
1
<0.1%
var_6m_price_mid_peak
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
var_6m_price_mid_peak_fix
1.00
var_6m_price_mid_peak_var
0.98
var_6m_price_peak
0.97
var_6m_price_peak_fix
0.97
var_year_price_mid_peak_fix
0.67
var_year_price_mid_peak
0.67
var_year_price_mid_peak_var
0.64
var_year_price_peak_fix
0.64
var_year_price_peak
0.64
var_6m_price_off_peak_var
0.47
var_6m_price_off_peak
0.46
var_6m_price_off_peak_fix
0.46
var_year_price_off_peak
0.43
var_year_price_off_peak_fix
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.03
has_gas
0.03
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_MISSING
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
churn
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
9,161
62.7%
4.860000000000553e-10
2,419
16.6%
4.859999999979743e-10
244
1.7%
0.0011350487270667
133
0.9%
4.859999999980495e-10
102
0.7%
0.0007093783306667
98
0.7%
0.0007081599321667
57
0.4%
0.0011327910790667
54
0.4%
4.860000000001303e-10
50
0.3%
0.0012769461407999
48
0.3%
0.0007079953014666
45
0.3%
0.0011350599662667
45
0.3%
1.2168006666666543e-06
32
0.2%
0.0012743878187999
32
0.2%
4.85999999998534e-10
30
0.2%
SMALLEST VALUES
0.0
9,161
62.7%
3.9359999999996336e-10
1
<0.1%
4.5666666666667724e-10
5
<0.1%
4.681666666650897e-10
1
<0.1%
4.681666666666616e-10
1
<0.1%
4.794666666670282e-10
1
<0.1%
4.859999999979743e-10
244
1.7%
4.859999999980495e-10
102
0.7%
4.85999999998534e-10
30
0.2%
4.860000000000553e-10
2,419
16.6%
4.860000000001303e-10
50
0.3%
4.8600000000033e-10
1
<0.1%
4.860000000016564e-10
17
0.1%
4.860000000018264e-10
11
<0.1%
4.860000000019013e-10
3
<0.1%
LARGEST VALUES
80.87764993031402
1
<0.1%
79.62621773698727
1
<0.1%
79.62617426748646
2
<0.1%
79.62609549994576
1
<0.1%
79.62595910647846
1
<0.1%
79.62591879563416
1
<0.1%
79.62591803424496
2
<0.1%
79.41443350796851
1
<0.1%
79.41438343599411
1
<0.1%
79.20242257037174
1
<0.1%
75.19077032982528
1
<0.1%
72.74428780334424
1
<0.1%
71.98028448280874
1
<0.1%
71.88629794999571
1
<0.1%
71.75062761851717
1
<0.1%
churn
MISSING:
---
TOP CATEGORIES
0
13,187
90%
1
1,419
10%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
churn
PROVIDES INFORMATION ON...
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.00
channel_MISSING
0.00
has_gas
0.00
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
nb_prod_act
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
channel_usilxuppasemubllopkaafesmlibmsdf
0.00

THESE FEATURES
GIVE INFORMATION
ON churn:
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
channel_MISSING
0.00
nb_prod_act
0.00
has_gas
0.00
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
channel_usilxuppasemubllopkaafesmlibmsdf
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
churn
CORRELATION RATIO WITH...
margin_net_pow_ele
0.10
margin_gross_pow_ele
0.10
months_activ
0.07
tenure
0.07
months_modif_prod
0.05
peak_mid_peak_fix_mean_diff
0.05
peak_mid_peak_fix_max_monthly_diff
0.05
net_margin
0.04
forecast_meter_rent_12m
0.04
off_peak_peak_fix_mean_diff
0.04
off_peak_mid_peak_var_mean_diff
0.03
pow_max
0.03
off_peak_peak_fix_max_monthly_diff
0.03
forecast_price_energy_peak
0.03
offpeak_diff_dec_january_energy
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
offpeak_diff_dec_january_power
0.47
forecast_discount_energy
0.46
forecast_price_energy_off_peak
0.43
var_year_price_off_peak_var
0.34
off_peak_mid_peak_var_max_monthly_diff
0.27
off_peak_mid_peak_var_mean_diff
0.24
off_peak_peak_var_max_monthly_diff
0.22
margin_gross_pow_ele
0.20
margin_net_pow_ele
0.20
off_peak_peak_var_mean_diff
0.19
off_peak_peak_fix_max_monthly_diff
0.19
off_peak_mid_peak_fix_max_monthly_diff
0.18
off_peak_peak_fix_mean_diff
0.18
off_peak_mid_peak_fix_mean_diff
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nb_prod_act
0.11
channel_usilxuppasemubllopkaafesmlibmsdf
0.03
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
has_gas
0.00
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
channel_MISSING
0.00
churn
0.00
MOST FREQUENT VALUES
-0.0037669999999999
703
4.8%
-0.007801
610
4.2%
-0.0034229999999998
528
3.6%
-0.003778
408
2.8%
-0.0045469999999999
333
2.3%
-0.009328
303
2.1%
-0.0061919999999999
278
1.9%
-0.009528
247
1.7%
-0.0051499999999999
225
1.5%
-0.006756
225
1.5%
-0.0033959999999999
223
1.5%
-0.0030449999999999
179
1.2%
-0.0015469999999999
153
1.0%
-0.008497
143
1.0%
-0.008161
136
0.9%
SMALLEST VALUES
-0.148477
1
<0.1%
-0.139983
1
<0.1%
-0.139414
1
<0.1%
-0.138871
1
<0.1%
-0.134625
1
<0.1%
-0.133553
1
<0.1%
-0.1311429999999999
2
<0.1%
-0.130657
1
<0.1%
-0.127566
1
<0.1%
-0.126409
1
<0.1%
-0.126098
1
<0.1%
-0.12482
1
<0.1%
-0.103833
1
<0.1%
-0.103264
2
<0.1%
-0.1019259999999999
1
<0.1%
LARGEST VALUES
0.168958
1
<0.1%
0.145627
1
<0.1%
0.1290909999999999
3
<0.1%
0.123886
1
<0.1%
0.1199829999999999
9
<0.1%
0.118998
1
<0.1%
0.1188689999999999
7
<0.1%
0.117657
1
<0.1%
0.116318
1
<0.1%
0.111292
1
<0.1%
0.110692
4
<0.1%
0.1014209999999999
1
<0.1%
0.101323
1
<0.1%
0.0986940000000001
1
<0.1%
0.08759
1
<0.1%
offpeak_diff_dec_january_power
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
offpeak_diff_dec_january_energy
0.47
var_6m_price_off_peak_fix
-0.28
var_6m_price_off_peak
-0.28
forecast_price_energy_off_peak
0.21
var_6m_price_off_peak_var
-0.18
off_peak_mid_peak_var_max_monthly_diff
0.15
margin_gross_pow_ele
0.15
margin_net_pow_ele
0.15
forecast_price_pow_off_peak
0.14
off_peak_peak_var_max_monthly_diff
0.13
off_peak_mid_peak_var_mean_diff
0.12
off_peak_mid_peak_fix_max_monthly_diff
0.12
off_peak_peak_fix_max_monthly_diff
0.12
var_year_price_off_peak_fix
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.02
has_gas
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
nb_prod_act
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
channel_MISSING
0.01
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
churn
0.00
MOST FREQUENT VALUES
0.1777787999999986
5,221
35.7%
0.1629156000000051
3,381
23.1%
-1.1999999998124622e-06
1,761
12.1%
0.0
1,462
10.0%
3.600000006542814e-06
677
4.6%
2.177779200000004
359
2.5%
1.677778799999999
357
2.4%
1.1777784000000011
217
1.5%
0.6629160000000098
160
1.1%
0.4962492000000083
152
1.0%
0.8295828000000043
108
0.7%
0.2366938800000042
68
0.5%
0.1777799999999985
51
0.3%
0.1837787999999989
46
0.3%
1.5
46
0.3%
SMALLEST VALUES
-44.26693116
1
<0.1%
-40.728885
1
<0.1%
-40.56596939999999
5
<0.1%
-18.20788908
1
<0.1%
-14.940001200000005
1
<0.1%
-14.762221200000006
2
<0.1%
-14.66984412
1
<0.1%
-5.03204616
1
<0.1%
-4.532045759999996
1
<0.1%
-3.715824959999999
2
<0.1%
-3.700958159999999
1
<0.1%
-3.700956959999999
5
<0.1%
-3.5380461600000004
9
<0.1%
-3.038045759999996
5
<0.1%
-1.5
2
<0.1%
LARGEST VALUES
40.728885
1
<0.1%
29.32692996
1
<0.1%
15.1777788
12
<0.1%
15.0
1
<0.1%
14.939999999999998
3
<0.1%
14.939998799999998
7
<0.1%
14.906538000000005
1
<0.1%
14.669850000000004
1
<0.1%
9.177779999999998
1
<0.1%
9.1777788
5
<0.1%
9.0
1
<0.1%
8.963998799999999
2
<0.1%
6.401283960000001
2
<0.1%
6.375677639999999
1
<0.1%
5.878740960000009
4
<0.1%
off_peak_peak_var_mean_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_peak_var_max_monthly_diff
0.99
forecast_price_energy_peak
-0.92
off_peak_peak_fix_mean_diff
0.92
off_peak_mid_peak_var_mean_diff
0.88
off_peak_peak_fix_max_monthly_diff
0.88
off_peak_mid_peak_fix_mean_diff
0.86
off_peak_mid_peak_var_max_monthly_diff
0.84
off_peak_mid_peak_fix_max_monthly_diff
0.83
peak_mid_peak_fix_mean_diff
-0.80
peak_mid_peak_fix_max_monthly_diff
-0.80
forecast_meter_rent_12m
-0.69
forecast_price_energy_off_peak
0.64
peak_mid_peak_var_mean_diff
-0.50
pow_max
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_usilxuppasemubllopkaafesmlibmsdf
0.11
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.07
channel_lmkebamcaaclubfxadlmueccxoimlema
0.07
has_gas
0.06
nb_prod_act
0.06
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.06
channel_MISSING
0.05
churn
0.03
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
MOST FREQUENT VALUES
0.0204651666666666
257
1.8%
0.0205364166666666
206
1.4%
0.0205446666666666
188
1.3%
0.1512100833333333
183
1.3%
0.0205405833333333
181
1.2%
0.1498553333333333
179
1.2%
0.0203143333333333
164
1.1%
0.020616
132
0.9%
0.0201931666666666
131
0.9%
0.02038975
128
0.9%
0.0205448333333333
125
0.9%
0.1512171666666666
123
0.8%
0.14991325
118
0.8%
0.1497974166666666
113
0.8%
0.1498646666666666
108
0.7%
SMALLEST VALUES
0.0
20
0.1%
0.0006
74
0.5%
0.000901
6
<0.1%
0.0069155833333333
1
<0.1%
0.0107886666666666
1
<0.1%
0.0108018333333333
1
<0.1%
0.0108261666666666
1
<0.1%
0.0108788333333333
1
<0.1%
0.0109503333333333
1
<0.1%
0.0110636666666667
1
<0.1%
0.0111451666666666
1
<0.1%
0.0111455833333333
1
<0.1%
0.0112153333333333
1
<0.1%
0.0112278333333333
1
<0.1%
0.0112283333333333
2
<0.1%
LARGEST VALUES
0.2780981666666666
1
<0.1%
0.2777375833333333
7
<0.1%
0.2777268333333333
8
<0.1%
0.2757496666666666
1
<0.1%
0.2679134166666666
1
<0.1%
0.26744925
7
<0.1%
0.2604026666666666
1
<0.1%
0.2594738333333333
3
<0.1%
0.2512923333333333
1
<0.1%
0.2477295833333333
6
<0.1%
0.2441245833333333
1
<0.1%
0.2415768333333333
2
<0.1%
0.2415754166666666
1
<0.1%
0.2404671666666666
1
<0.1%
0.2373591666666666
2
<0.1%
peak_mid_peak_var_mean_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
peak_mid_peak_var_max_monthly_diff
0.86
forecast_price_energy_peak
0.72
off_peak_peak_var_mean_diff
-0.50
off_peak_peak_var_max_monthly_diff
-0.50
cons_last_month
0.21
cons_12m
0.20
forecast_meter_rent_12m
0.19
forecast_price_energy_off_peak
0.18
imp_cons
0.18
off_peak_peak_fix_mean_diff
-0.16
peak_mid_peak_fix_max_monthly_diff
0.15
peak_mid_peak_fix_mean_diff
0.15
off_peak_mid_peak_fix_mean_diff
-0.14
off_peak_peak_fix_max_monthly_diff
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_lmkebamcaaclubfxadlmueccxoimlema
0.15
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.14
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.12
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.10
nb_prod_act
0.06
channel_usilxuppasemubllopkaafesmlibmsdf
0.05
channel_MISSING
0.05
has_gas
0.03
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.03
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
churn
0.01
MOST FREQUENT VALUES
0.0
6,396
43.8%
0.0071235833333333
552
3.8%
0.0292599166666666
283
1.9%
0.0294073333333333
189
1.3%
0.0306334166666666
187
1.3%
0.0307726666666666
183
1.3%
0.0289650833333333
181
1.2%
0.02955475
176
1.2%
0.0291124999999999
150
1.0%
0.0302264166666666
140
1.0%
0.0301847499999999
97
0.7%
0.0307729166666666
96
0.7%
0.0291125
93
0.6%
0.03063325
85
0.6%
0.0302055833333333
85
0.6%
SMALLEST VALUES
0.0
6,396
43.8%
0.0011761666666666
1
<0.1%
0.0022980833333333
1
<0.1%
0.0026548333333333
1
<0.1%
0.0026549166666666
1
<0.1%
0.00266175
1
<0.1%
0.0045961666666666
2
<0.1%
0.0053098333333333
2
<0.1%
0.0053234999999999
1
<0.1%
0.0054735833333333
1
<0.1%
0.0064937499999999
2
<0.1%
0.00689425
1
<0.1%
0.0071235833333333
552
3.8%
0.0077711818181818
3
<0.1%
0.00796475
2
<0.1%
LARGEST VALUES
0.1962751666666666
1
<0.1%
0.16934375
1
<0.1%
0.1686140833333333
3
<0.1%
0.16855325
1
<0.1%
0.167235
1
<0.1%
0.1622841666666666
1
<0.1%
0.1502477499999999
2
<0.1%
0.1439229166666666
3
<0.1%
0.135272
1
<0.1%
0.1278459166666666
1
<0.1%
0.1174801666666666
1
<0.1%
0.1161641666666666
1
<0.1%
0.1148213333333332
1
<0.1%
0.1146354166666666
1
<0.1%
0.1136020833333332
1
<0.1%
off_peak_mid_peak_var_mean_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_peak_fix_mean_diff
0.98
off_peak_mid_peak_var_max_monthly_diff
0.96
off_peak_peak_fix_max_monthly_diff
0.94
off_peak_mid_peak_fix_mean_diff
0.92
off_peak_mid_peak_fix_max_monthly_diff
0.89
off_peak_peak_var_mean_diff
0.88
off_peak_peak_var_max_monthly_diff
0.87
peak_mid_peak_fix_mean_diff
-0.85
peak_mid_peak_fix_max_monthly_diff
-0.85
forecast_price_energy_off_peak
0.84
forecast_meter_rent_12m
-0.69
forecast_price_energy_peak
-0.67
pow_max
-0.51
forecast_price_pow_off_peak
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.13
channel_usilxuppasemubllopkaafesmlibmsdf
0.10
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.07
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.06
has_gas
0.05
nb_prod_act
0.04
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.04
churn
0.03
channel_MISSING
0.03
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0513090833333333
338
2.3%
0.0511780833333333
313
2.1%
0.0497250833333333
264
1.8%
0.0492794166666666
198
1.4%
0.0499479166666666
196
1.3%
0.1512100833333333
183
1.3%
0.1498553333333333
179
1.2%
0.05017075
164
1.1%
0.04950225
138
0.9%
0.1512171666666666
123
0.8%
0.14991325
118
0.8%
0.0495022499999999
116
0.8%
0.1497974166666666
113
0.8%
0.1498646666666666
108
0.7%
0.0503779166666666
108
0.7%
SMALLEST VALUES
0.0
20
0.1%
0.0006
74
0.5%
0.000901
6
<0.1%
0.0190486666666666
1
<0.1%
0.028273
1
<0.1%
0.0348114166666666
1
<0.1%
0.0348495
1
<0.1%
0.0349068333333332
1
<0.1%
0.0349909999999999
1
<0.1%
0.0353624166666666
1
<0.1%
0.0355169999999999
1
<0.1%
0.0355174166666666
1
<0.1%
0.0355549166666666
1
<0.1%
0.0356719166666666
1
<0.1%
0.0356724166666666
2
<0.1%
LARGEST VALUES
0.2780981666666666
1
<0.1%
0.2777375833333333
7
<0.1%
0.2777268333333333
8
<0.1%
0.2757496666666666
1
<0.1%
0.2679134166666666
1
<0.1%
0.26752625
1
<0.1%
0.26744925
7
<0.1%
0.2665974166666666
3
<0.1%
0.2512923333333333
1
<0.1%
0.2511316666666666
1
<0.1%
0.2499047499999999
3
<0.1%
0.2498696666666666
1
<0.1%
0.2496765833333333
1
<0.1%
0.2492549166666666
1
<0.1%
0.2477295833333333
6
<0.1%
off_peak_peak_fix_mean_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_mid_peak_var_mean_diff
0.98
off_peak_mid_peak_fix_mean_diff
0.96
off_peak_peak_fix_max_monthly_diff
0.96
off_peak_mid_peak_var_max_monthly_diff
0.94
off_peak_mid_peak_fix_max_monthly_diff
0.93
off_peak_peak_var_mean_diff
0.92
off_peak_peak_var_max_monthly_diff
0.91
peak_mid_peak_fix_mean_diff
-0.82
peak_mid_peak_fix_max_monthly_diff
-0.82
forecast_price_energy_off_peak
0.77
forecast_price_energy_peak
-0.76
forecast_meter_rent_12m
-0.70
forecast_price_pow_off_peak
0.54
pow_max
-0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.12
channel_usilxuppasemubllopkaafesmlibmsdf
0.09
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.06
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.06
has_gas
0.06
nb_prod_act
0.05
churn
0.04
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.03
channel_MISSING
0.03
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
MOST FREQUENT VALUES
16.291554960000003
675
4.6%
44.26693036
600
4.1%
16.22639236
543
3.7%
44.26693046
533
3.6%
44.44470995999999
519
3.6%
44.40026526
488
3.3%
16.275263399999993
461
3.2%
44.26693026
459
3.1%
16.258972359999998
399
2.7%
44.38545035999999
384
2.6%
16.28069392
370
2.5%
44.37063546
367
2.5%
44.31137546
354
2.4%
16.24811236
338
2.3%
16.26440236
338
2.3%
SMALLEST VALUES
0.0
105
0.7%
12.218666219999996
1
<0.1%
13.521993199999995
1
<0.1%
13.527422679999994
1
<0.1%
13.527423199999998
2
<0.1%
13.532853199999996
1
<0.1%
13.532853199999998
1
<0.1%
13.5437132
1
<0.1%
13.549143719999991
1
<0.1%
13.56000424
1
<0.1%
13.56543476
1
<0.1%
13.576295799999995
1
<0.1%
14.506504349999991
1
<0.1%
14.874192779999994
1
<0.1%
14.879622779999996
1
<0.1%
LARGEST VALUES
59.28619036
1
<0.1%
59.22674546
4
<0.1%
59.22674536
3
<0.1%
59.20693046
3
<0.1%
59.20693036
3
<0.1%
59.20693026
2
<0.1%
58.19470995999999
1
<0.1%
58.08082026
1
<0.1%
58.06100546
1
<0.1%
57.96193046
1
<0.1%
57.96193036
5
<0.1%
57.96193026
4
<0.1%
55.65026526
6
<0.1%
55.51637546
1
<0.1%
54.38545035999999
2
<0.1%
peak_mid_peak_fix_mean_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
peak_mid_peak_fix_max_monthly_diff
1.00
off_peak_mid_peak_var_mean_diff
-0.85
off_peak_peak_fix_mean_diff
-0.82
off_peak_mid_peak_var_max_monthly_diff
-0.81
off_peak_peak_var_mean_diff
-0.80
off_peak_peak_var_max_monthly_diff
-0.79
off_peak_peak_fix_max_monthly_diff
-0.79
forecast_meter_rent_12m
0.71
forecast_price_energy_peak
0.70
off_peak_mid_peak_fix_mean_diff
-0.64
forecast_price_energy_off_peak
-0.63
off_peak_mid_peak_fix_max_monthly_diff
-0.61
pow_max
0.56
imp_cons
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.12
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.11
channel_usilxuppasemubllopkaafesmlibmsdf
0.08
channel_MISSING
0.05
churn
0.05
has_gas
0.04
nb_prod_act
0.04
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
8,960
61.3%
8.145775079999996
676
4.6%
8.11319378
544
3.7%
8.1376293
466
3.2%
8.129483780000001
396
2.7%
8.140344559999996
366
2.5%
8.12405378
341
2.3%
8.132198780000003
337
2.3%
8.134914039999998
320
2.2%
8.118623780000004
276
1.9%
8.126768779999999
270
1.8%
8.121338780000002
263
1.8%
8.115908779999998
135
0.9%
8.115908780000002
99
0.7%
28.12295796
79
0.5%
SMALLEST VALUES
0.0
8,960
61.3%
0.6760993300000002
3
<0.1%
0.6760993399999999
1
<0.1%
0.6788145899999998
2
<0.1%
0.6788145900000002
2
<0.1%
1.3521986600000004
6
<0.1%
1.35219868
1
<0.1%
1.35219918
1
<0.1%
1.3576291799999995
2
<0.1%
2.0282979900000004
6
<0.1%
2.03101325
2
<0.1%
2.031013269999999
1
<0.1%
2.036443769999999
4
<0.1%
2.704397320000001
3
<0.1%
2.704397580000001
1
<0.1%
LARGEST VALUES
28.12295796
79
0.5%
28.113583640000005
2
<0.1%
28.10420932
39
0.3%
28.094835000000003
2
<0.1%
28.090376660000004
1
<0.1%
28.085460680000004
1
<0.1%
28.07608636
3
<0.1%
28.06671136
2
<0.1%
28.06671068
1
<0.1%
28.057336360000004
3
<0.1%
28.04796136000001
2
<0.1%
28.038586360000007
1
<0.1%
28.02921136
2
<0.1%
28.01983704000001
1
<0.1%
28.019836360000003
1
<0.1%
off_peak_mid_peak_fix_mean_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_mid_peak_fix_max_monthly_diff
0.96
off_peak_peak_fix_mean_diff
0.96
off_peak_peak_fix_max_monthly_diff
0.93
off_peak_mid_peak_var_mean_diff
0.92
off_peak_mid_peak_var_max_monthly_diff
0.89
off_peak_peak_var_mean_diff
0.86
off_peak_peak_var_max_monthly_diff
0.86
forecast_price_energy_off_peak
0.75
forecast_price_energy_peak
-0.70
forecast_price_pow_off_peak
0.70
peak_mid_peak_fix_mean_diff
-0.64
peak_mid_peak_fix_max_monthly_diff
-0.64
forecast_meter_rent_12m
-0.61
pow_max
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.11
channel_usilxuppasemubllopkaafesmlibmsdf
0.08
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.07
has_gas
0.06
nb_prod_act
0.05
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.04
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.03
churn
0.03
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_MISSING
0.01
MOST FREQUENT VALUES
24.43733004
685
4.7%
44.26693036
600
4.1%
24.33958614
540
3.7%
44.26693046
533
3.6%
44.44470995999999
519
3.6%
44.40026526
488
3.3%
24.412892699999997
461
3.2%
44.26693026
459
3.1%
24.38845614
399
2.7%
44.38545035999999
384
2.6%
24.42103848
369
2.5%
44.37063546
367
2.5%
44.31137546
354
2.4%
24.37216614
343
2.3%
24.39660114
339
2.3%
SMALLEST VALUES
0.0
105
0.7%
18.32799753
1
<0.1%
19.91529951
1
<0.1%
20.282987799999997
1
<0.1%
20.291132019999992
1
<0.1%
20.2911328
2
<0.1%
20.2992778
2
<0.1%
20.3155678
1
<0.1%
20.32371358
1
<0.1%
20.34000436
1
<0.1%
20.348150139999994
1
<0.1%
20.3644417
1
<0.1%
21.951744459999997
1
<0.1%
21.95174446
1
<0.1%
21.951745239999997
1
<0.1%
LARGEST VALUES
59.28619036
1
<0.1%
59.22674546
4
<0.1%
59.22674536
3
<0.1%
59.20693046
3
<0.1%
59.20693036
3
<0.1%
59.20693026
2
<0.1%
58.19470995999999
1
<0.1%
58.08082026
1
<0.1%
58.06100546
1
<0.1%
57.96193046
1
<0.1%
57.96193036
5
<0.1%
57.96193026
4
<0.1%
55.65026526
6
<0.1%
55.51637546
1
<0.1%
54.38545035999999
2
<0.1%
off_peak_peak_var_max_monthly_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_peak_var_mean_diff
0.99
forecast_price_energy_peak
-0.91
off_peak_peak_fix_mean_diff
0.91
off_peak_peak_fix_max_monthly_diff
0.90
off_peak_mid_peak_var_mean_diff
0.87
off_peak_mid_peak_var_max_monthly_diff
0.86
off_peak_mid_peak_fix_mean_diff
0.86
off_peak_mid_peak_fix_max_monthly_diff
0.84
peak_mid_peak_fix_mean_diff
-0.79
peak_mid_peak_fix_max_monthly_diff
-0.79
forecast_meter_rent_12m
-0.68
forecast_price_energy_off_peak
0.65
peak_mid_peak_var_mean_diff
-0.50
pow_max
-0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_usilxuppasemubllopkaafesmlibmsdf
0.11
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.07
channel_lmkebamcaaclubfxadlmueccxoimlema
0.07
has_gas
0.06
nb_prod_act
0.05
channel_MISSING
0.05
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.05
churn
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
MOST FREQUENT VALUES
0.022581
1,330
9.1%
0.153133
901
6.2%
0.022138
792
5.4%
0.0222249999999999
715
4.9%
0.151635
651
4.5%
0.151367
571
3.9%
0.152445
532
3.6%
0.083972
515
3.5%
0.1502109999999999
476
3.3%
0.152062
401
2.7%
0.0605499999999999
336
2.3%
0.149555
301
2.1%
0.084587
282
1.9%
0.149902
274
1.9%
0.15125
258
1.8%
SMALLEST VALUES
0.0
20
0.1%
0.0006
74
0.5%
0.000901
6
<0.1%
0.0125689999999999
3
<0.1%
0.0125699999999999
3
<0.1%
0.0126200000000001
1
<0.1%
0.0126469999999999
73
0.5%
0.0126809999999999
1
<0.1%
0.012715
45
0.3%
0.0127159999999998
14
<0.1%
0.0127159999999999
13
<0.1%
0.012716
2
<0.1%
0.0127160000000001
2
<0.1%
0.012766
2
<0.1%
0.012767
1
<0.1%
LARGEST VALUES
0.2807
10
<0.1%
0.279715
3
<0.1%
0.279586
30
0.2%
0.277931
3
<0.1%
0.275253
2
<0.1%
0.244404
2
<0.1%
0.243436
17
0.1%
0.243419
1
<0.1%
0.24178
2
<0.1%
0.209691
1
<0.1%
0.205742
39
0.3%
0.2051619999999999
1
<0.1%
0.2050179999999999
1
<0.1%
0.204928
25
0.2%
0.204604
6
<0.1%
peak_mid_peak_var_max_monthly_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
peak_mid_peak_var_mean_diff
0.86
forecast_price_energy_peak
0.61
off_peak_peak_var_mean_diff
-0.43
off_peak_peak_var_max_monthly_diff
-0.39
var_year_price_peak_var
0.28
var_year_price_peak
0.21
var_year_price_peak_fix
0.21
var_year_price_mid_peak_var
0.21
var_year_price_mid_peak
0.21
var_year_price_mid_peak_fix
0.21
var_6m_price_peak_var
0.20
cons_last_month
0.18
cons_12m
0.17
forecast_price_energy_off_peak
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.13
channel_lmkebamcaaclubfxadlmueccxoimlema
0.12
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.11
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.09
nb_prod_act
0.05
channel_MISSING
0.04
channel_usilxuppasemubllopkaafesmlibmsdf
0.04
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.03
has_gas
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
churn
0.00
MOST FREQUENT VALUES
0.0
6,396
43.8%
0.031859
1,237
8.5%
0.085483
960
6.6%
0.031941
896
6.1%
0.033742
533
3.6%
0.0337429999999999
473
3.2%
0.03186
326
2.2%
0.031942
233
1.6%
0.03207
159
1.1%
0.0888149999999999
145
1.0%
0.031858
130
0.9%
0.0870809999999999
126
0.9%
0.089051
124
0.8%
0.032069
123
0.8%
0.031988
117
0.8%
SMALLEST VALUES
0.0
6,396
43.8%
0.014114
1
<0.1%
0.0259749999999999
3
<0.1%
0.0260949999999998
1
<0.1%
0.0260949999999999
1
<0.1%
0.0260959999999999
3
<0.1%
0.0261779999999998
3
<0.1%
0.0261779999999999
8
<0.1%
0.0261789999999999
1
<0.1%
0.02618
1
<0.1%
0.0262
1
<0.1%
0.0262009999999998
1
<0.1%
0.026284
3
<0.1%
0.0275769999999999
1
<0.1%
0.027577
3
<0.1%
LARGEST VALUES
0.229788
1
<0.1%
0.1967819999999999
1
<0.1%
0.170994
1
<0.1%
0.169597
1
<0.1%
0.169536
5
<0.1%
0.168867
5
<0.1%
0.168844
1
<0.1%
0.131298
1
<0.1%
0.129297
1
<0.1%
0.118064
16
0.1%
0.117646
1
<0.1%
0.117601
13
<0.1%
0.1173109999999999
7
<0.1%
0.1171359999999999
1
<0.1%
0.11705
2
<0.1%
off_peak_mid_peak_var_max_monthly_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_peak_fix_max_monthly_diff
0.97
off_peak_mid_peak_var_mean_diff
0.96
off_peak_peak_fix_mean_diff
0.94
off_peak_mid_peak_fix_max_monthly_diff
0.92
off_peak_mid_peak_fix_mean_diff
0.89
off_peak_peak_var_max_monthly_diff
0.86
off_peak_peak_var_mean_diff
0.84
forecast_price_energy_off_peak
0.84
peak_mid_peak_fix_mean_diff
-0.81
peak_mid_peak_fix_max_monthly_diff
-0.79
forecast_meter_rent_12m
-0.66
forecast_price_energy_peak
-0.63
forecast_price_pow_off_peak
0.49
pow_max
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.12
channel_usilxuppasemubllopkaafesmlibmsdf
0.09
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.07
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.06
has_gas
0.05
nb_prod_act
0.04
channel_MISSING
0.04
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.03
churn
0.03
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.05444
1,219
8.3%
0.153133
901
6.2%
0.054079
661
4.5%
0.055866
652
4.5%
0.151635
651
4.5%
0.151367
570
3.9%
0.152445
532
3.6%
0.1502109999999999
476
3.3%
0.0558659999999999
442
3.0%
0.152062
401
2.7%
0.146033
338
2.3%
0.149555
301
2.1%
0.054659
282
1.9%
0.149902
274
1.9%
0.15125
258
1.8%
SMALLEST VALUES
0.0
20
0.1%
0.0006
74
0.5%
0.000901
6
<0.1%
0.0386649999999998
1
<0.1%
0.0386649999999999
4
<0.1%
0.0388200000000001
1
<0.1%
0.0390159999999999
4
<0.1%
0.0390169999999999
7
<0.1%
0.039018
2
<0.1%
0.0393789999999999
3
<0.1%
0.0403420000000001
1
<0.1%
0.040407
43
0.3%
0.0404079999999999
1
<0.1%
0.040408
18
0.1%
0.0404089999999998
14
<0.1%
LARGEST VALUES
0.2807
10
<0.1%
0.279715
3
<0.1%
0.279586
30
0.2%
0.277931
3
<0.1%
0.275253
2
<0.1%
0.25592
1
<0.1%
0.2528
5
<0.1%
0.252219
1
<0.1%
0.251798
6
<0.1%
0.250838
1
<0.1%
0.244404
2
<0.1%
0.243436
17
0.1%
0.243419
1
<0.1%
0.24178
2
<0.1%
0.238508
2
<0.1%
off_peak_peak_fix_max_monthly_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_mid_peak_var_max_monthly_diff
0.97
off_peak_mid_peak_fix_max_monthly_diff
0.97
off_peak_peak_fix_mean_diff
0.96
off_peak_mid_peak_var_mean_diff
0.94
off_peak_mid_peak_fix_mean_diff
0.93
off_peak_peak_var_max_monthly_diff
0.90
off_peak_peak_var_mean_diff
0.88
peak_mid_peak_fix_mean_diff
-0.79
peak_mid_peak_fix_max_monthly_diff
-0.77
forecast_price_energy_off_peak
0.75
forecast_price_energy_peak
-0.72
forecast_meter_rent_12m
-0.67
forecast_price_pow_off_peak
0.53
pow_max
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.11
channel_usilxuppasemubllopkaafesmlibmsdf
0.08
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.06
has_gas
0.06
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.06
nb_prod_act
0.05
churn
0.03
channel_MISSING
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
MOST FREQUENT VALUES
44.44470996
5,880
40.3%
16.29155496
3,915
26.8%
44.26693116
1,676
11.5%
16.22639496
628
4.3%
45.94470996
470
3.2%
46.44471036
404
2.8%
44.26692996
367
2.5%
16.291554960000003
355
2.4%
45.44470956
246
1.7%
22.68277896
140
1.0%
45.76093116
127
0.9%
16.291554959999996
112
0.8%
0.0
105
0.7%
22.592058960000003
37
0.3%
16.226388720000003
35
0.2%
SMALLEST VALUES
0.0
105
0.7%
16.226388719999992
3
<0.1%
16.226388720000003
35
0.2%
16.22639496
628
4.3%
16.291554959999996
112
0.8%
16.29155496
3,915
26.8%
16.291554960000003
355
2.4%
16.29155796
1
<0.1%
16.408405679999998
1
<0.1%
16.451355359999997
1
<0.1%
16.45135764
1
<0.1%
16.7243892
1
<0.1%
22.592058960000003
37
0.3%
22.617618959999994
1
<0.1%
22.68277896
140
1.0%
LARGEST VALUES
59.44470996
24
0.2%
59.20693116
20
0.1%
53.44470996
11
<0.1%
53.23093116
3
<0.1%
47.94471036
1
<0.1%
47.44470996
5
<0.1%
46.94470956
3
<0.1%
46.84470996
3
<0.1%
46.65732996
1
<0.1%
46.50792996
3
<0.1%
46.44471036
404
2.8%
46.25892636
5
<0.1%
45.94470996
470
3.2%
45.76093116
127
0.9%
45.76092996
8
<0.1%
peak_mid_peak_fix_max_monthly_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
peak_mid_peak_fix_mean_diff
1.00
off_peak_mid_peak_var_mean_diff
-0.85
off_peak_peak_fix_mean_diff
-0.82
off_peak_peak_var_mean_diff
-0.80
off_peak_mid_peak_var_max_monthly_diff
-0.79
off_peak_peak_var_max_monthly_diff
-0.79
off_peak_peak_fix_max_monthly_diff
-0.77
forecast_meter_rent_12m
0.70
forecast_price_energy_peak
0.69
off_peak_mid_peak_fix_mean_diff
-0.64
forecast_price_energy_off_peak
-0.62
off_peak_mid_peak_fix_max_monthly_diff
-0.60
pow_max
0.55
imp_cons
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.12
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.11
channel_usilxuppasemubllopkaafesmlibmsdf
0.08
channel_MISSING
0.05
churn
0.05
has_gas
0.04
nb_prod_act
0.04
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.00
MOST FREQUENT VALUES
0.0
8,960
61.3%
8.14577508
4,549
31.1%
8.11319508
748
5.1%
28.12295796
150
1.0%
8.145775080000003
127
0.9%
28.010466120000004
44
0.3%
8.113191960000002
21
0.1%
8.113192079999997
2
<0.1%
8.20420644
2
<0.1%
8.20420308
1
<0.1%
28.01045796
1
<0.1%
28.090377960000005
1
<0.1%
SMALLEST VALUES
0.0
8,960
61.3%
8.113191960000002
21
0.1%
8.113192079999997
2
<0.1%
8.11319508
748
5.1%
8.14577508
4,549
31.1%
8.145775080000003
127
0.9%
8.20420308
1
<0.1%
8.20420644
2
<0.1%
28.01045796
1
<0.1%
28.010466120000004
44
0.3%
28.090377960000005
1
<0.1%
28.12295796
150
1.0%
LARGEST VALUES
28.12295796
150
1.0%
28.090377960000005
1
<0.1%
28.010466120000004
44
0.3%
28.01045796
1
<0.1%
8.20420644
2
<0.1%
8.20420308
1
<0.1%
8.145775080000003
127
0.9%
8.14577508
4,549
31.1%
8.11319508
748
5.1%
8.113192079999997
2
<0.1%
8.113191960000002
21
0.1%
0.0
8,960
61.3%
off_peak_mid_peak_fix_max_monthly_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
off_peak_peak_fix_max_monthly_diff
0.97
off_peak_mid_peak_fix_mean_diff
0.96
off_peak_peak_fix_mean_diff
0.93
off_peak_mid_peak_var_max_monthly_diff
0.92
off_peak_mid_peak_var_mean_diff
0.89
off_peak_peak_var_max_monthly_diff
0.84
off_peak_peak_var_mean_diff
0.83
forecast_price_energy_off_peak
0.73
forecast_price_pow_off_peak
0.68
forecast_price_energy_peak
-0.66
peak_mid_peak_fix_mean_diff
-0.61
peak_mid_peak_fix_max_monthly_diff
-0.60
forecast_meter_rent_12m
-0.59
pow_max
-0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.10
channel_usilxuppasemubllopkaafesmlibmsdf
0.08
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.07
has_gas
0.06
nb_prod_act
0.05
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.03
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.03
churn
0.02
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_MISSING
0.01
MOST FREQUENT VALUES
44.44470996
5,880
40.3%
24.43733004
4,027
27.6%
44.26693116
1,676
11.5%
24.33959004
628
4.3%
45.94470996
470
3.2%
46.44471036
404
2.8%
24.437330040000003
355
2.4%
44.26692996
349
2.4%
45.44470956
246
1.7%
50.80573692
150
1.0%
45.76093116
127
0.9%
0.0
105
0.7%
50.60251692
45
0.3%
24.3395808
35
0.2%
59.44470996
24
0.2%
SMALLEST VALUES
0.0
105
0.7%
24.339580679999997
3
<0.1%
24.3395808
35
0.2%
24.33959004
628
4.3%
24.43733004
4,027
27.6%
24.437330040000003
355
2.4%
24.43733304
1
<0.1%
24.61261212
1
<0.1%
24.65555844
1
<0.1%
24.65556408
1
<0.1%
24.837581160000003
1
<0.1%
37.89125232
1
<0.1%
37.891254
2
<0.1%
38.043426
2
<0.1%
44.26692996
349
2.4%
LARGEST VALUES
59.44470996
24
0.2%
59.20693116
20
0.1%
53.44470996
11
<0.1%
53.23093116
3
<0.1%
50.80573692
150
1.0%
50.70799692
1
<0.1%
50.60251692
45
0.3%
47.94471036
1
<0.1%
47.44470996
5
<0.1%
46.94470956
3
<0.1%
46.84470996
3
<0.1%
46.65732996
1
<0.1%
46.50792996
3
<0.1%
46.44471036
404
2.8%
46.25892636
5
<0.1%
tenure
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
months_activ
0.96
months_modif_prod
0.41
months_renewal
-0.27
months_to_end
0.27
forecast_price_energy_off_peak
-0.15
margin_net_pow_ele
-0.14
margin_gross_pow_ele
-0.14
off_peak_peak_var_max_monthly_diff
-0.12
off_peak_peak_var_mean_diff
-0.11
off_peak_mid_peak_var_max_monthly_diff
-0.11
off_peak_mid_peak_var_mean_diff
-0.10
forecast_discount_energy
-0.10
off_peak_peak_fix_max_monthly_diff
-0.09
off_peak_peak_fix_mean_diff
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_MISSING
0.54
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.38
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.32
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.22
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.22
channel_usilxuppasemubllopkaafesmlibmsdf
0.16
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.13
churn
0.07
nb_prod_act
0.03
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
has_gas
0.01
MOST FREQUENT VALUES
4
3,801
26.0%
6
3,085
21.1%
5
3,067
21.0%
7
2,616
17.9%
3
1,169
8.0%
2
263
1.8%
11
173
1.2%
12
132
0.9%
8
125
0.9%
9
83
0.6%
10
50
0.3%
13
42
0.3%
SMALLEST VALUES
2
263
1.8%
3
1,169
8.0%
4
3,801
26.0%
5
3,067
21.0%
6
3,085
21.1%
7
2,616
17.9%
8
125
0.9%
9
83
0.6%
10
50
0.3%
11
173
1.2%
12
132
0.9%
13
42
0.3%
LARGEST VALUES
13
42
0.3%
12
132
0.9%
11
173
1.2%
10
50
0.3%
9
83
0.6%
8
125
0.9%
7
2,616
17.9%
6
3,085
21.1%
5
3,067
21.0%
4
3,801
26.0%
3
1,169
8.0%
2
263
1.8%
months_activ
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tenure
0.96
months_modif_prod
0.45
forecast_price_energy_off_peak
-0.17
off_peak_peak_var_max_monthly_diff
-0.14
off_peak_peak_var_mean_diff
-0.13
off_peak_mid_peak_var_max_monthly_diff
-0.12
forecast_price_pow_off_peak
-0.12
off_peak_mid_peak_var_mean_diff
-0.12
off_peak_peak_fix_max_monthly_diff
-0.11
off_peak_peak_fix_mean_diff
-0.11
peak_mid_peak_fix_mean_diff
0.11
peak_mid_peak_fix_max_monthly_diff
0.10
off_peak_mid_peak_fix_max_monthly_diff
-0.10
off_peak_mid_peak_fix_mean_diff
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_MISSING
0.57
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.39
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.34
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.25
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.21
channel_usilxuppasemubllopkaafesmlibmsdf
0.19
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.12
churn
0.07
channel_lmkebamcaaclubfxadlmueccxoimlema
0.03
nb_prod_act
0.03
has_gas
0.01
MOST FREQUENT VALUES
71
585
4.0%
75
523
3.6%
70
523
3.6%
73
448
3.1%
66
431
3.0%
74
426
2.9%
48
404
2.8%
72
396
2.7%
45
394
2.7%
46
378
2.6%
44
377
2.6%
43
373
2.6%
42
373
2.6%
49
361
2.5%
76
329
2.3%
SMALLEST VALUES
16
1
<0.1%
25
2
<0.1%
26
2
<0.1%
28
6
<0.1%
29
17
0.1%
30
233
1.6%
31
85
0.6%
32
226
1.5%
33
206
1.4%
34
237
1.6%
35
210
1.4%
36
206
1.4%
37
238
1.6%
38
288
2.0%
39
172
1.2%
LARGEST VALUES
151
1
<0.1%
150
3
<0.1%
149
9
<0.1%
148
8
<0.1%
147
1
<0.1%
146
2
<0.1%
145
5
<0.1%
144
11
<0.1%
143
4
<0.1%
142
3
<0.1%
141
9
<0.1%
140
8
<0.1%
139
23
0.2%
138
20
0.1%
137
17
0.1%
months_to_end
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
months_renewal
-0.88
tenure
0.27
margin_gross_pow_ele
-0.26
margin_net_pow_ele
-0.26
months_modif_prod
-0.15
cons_12m
-0.09
forecast_cons_12m
-0.09
cons_last_month
-0.09
imp_cons
-0.06
forecast_discount_energy
-0.06
var_6m_price_peak_var
0.06
months_activ
0.06
forecast_price_energy_peak
-0.06
net_margin
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_MISSING
0.08
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.06
channel_usilxuppasemubllopkaafesmlibmsdf
0.06
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.05
channel_lmkebamcaaclubfxadlmueccxoimlema
0.05
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.04
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.04
nb_prod_act
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
has_gas
0.01
churn
0.01
MOST FREQUENT VALUES
1
1,469
10.1%
9
1,385
9.5%
10
1,374
9.4%
5
1,345
9.2%
11
1,327
9.1%
2
1,235
8.5%
6
1,158
7.9%
8
1,137
7.8%
4
1,103
7.6%
7
1,015
6.9%
3
1,009
6.9%
12
940
6.4%
0
106
0.7%
17
2
<0.1%
16
1
<0.1%
SMALLEST VALUES
0
106
0.7%
1
1,469
10.1%
2
1,235
8.5%
3
1,009
6.9%
4
1,103
7.6%
5
1,345
9.2%
6
1,158
7.9%
7
1,015
6.9%
8
1,137
7.8%
9
1,385
9.5%
10
1,374
9.4%
11
1,327
9.1%
12
940
6.4%
16
1
<0.1%
17
2
<0.1%
LARGEST VALUES
17
2
<0.1%
16
1
<0.1%
12
940
6.4%
11
1,327
9.1%
10
1,374
9.4%
9
1,385
9.5%
8
1,137
7.8%
7
1,015
6.9%
6
1,158
7.9%
5
1,345
9.2%
4
1,103
7.6%
3
1,009
6.9%
2
1,235
8.5%
1
1,469
10.1%
0
106
0.7%
months_modif_prod
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
months_activ
0.45
tenure
0.41
forecast_discount_energy
-0.18
months_to_end
-0.15
forecast_cons_12m
-0.10
forecast_price_energy_off_peak
-0.10
off_peak_peak_var_max_monthly_diff
-0.09
forecast_price_pow_off_peak
-0.08
peak_mid_peak_var_mean_diff
0.08
off_peak_peak_var_mean_diff
-0.08
var_year_price_peak_var
-0.07
cons_12m
0.07
var_year_price_off_peak_var
-0.07
off_peak_mid_peak_var_max_monthly_diff
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_MISSING
0.25
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.23
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.21
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.15
channel_lmkebamcaaclubfxadlmueccxoimlema
0.13
channel_usilxuppasemubllopkaafesmlibmsdf
0.13
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.12
churn
0.05
nb_prod_act
0.05
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.04
has_gas
0.01
MOST FREQUENT VALUES
2
992
6.8%
7
636
4.4%
0
629
4.3%
5
495
3.4%
1
486
3.3%
3
453
3.1%
18
407
2.8%
8
351
2.4%
6
346
2.4%
71
332
2.3%
4
321
2.2%
66
315
2.2%
74
302
2.1%
70
301
2.1%
26
282
1.9%
SMALLEST VALUES
0
629
4.3%
1
486
3.3%
2
992
6.8%
3
453
3.1%
4
321
2.2%
5
495
3.4%
6
346
2.4%
7
636
4.4%
8
351
2.4%
9
190
1.3%
10
79
0.5%
11
63
0.4%
12
60
0.4%
13
157
1.1%
14
89
0.6%
LARGEST VALUES
151
1
<0.1%
150
3
<0.1%
149
8
<0.1%
148
6
<0.1%
147
1
<0.1%
146
1
<0.1%
145
2
<0.1%
143
2
<0.1%
142
2
<0.1%
141
3
<0.1%
140
4
<0.1%
139
15
0.1%
138
9
<0.1%
137
11
<0.1%
136
12
<0.1%
months_renewal
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
months_to_end
-0.88
tenure
-0.27
margin_gross_pow_ele
0.26
margin_net_pow_ele
0.26
forecast_discount_energy
0.19
offpeak_diff_dec_january_energy
0.13
var_year_price_off_peak_var
0.10
var_year_price_mid_peak_var
0.10
forecast_cons_12m
0.10
var_year_price_peak
0.09
var_year_price_peak_fix
0.09
var_year_price_mid_peak
0.09
var_year_price_mid_peak_fix
0.09
cons_12m
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_MISSING
0.08
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.06
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.06
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.05
channel_usilxuppasemubllopkaafesmlibmsdf
0.04
nb_prod_act
0.04
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.04
channel_lmkebamcaaclubfxadlmueccxoimlema
0.04
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
churn
0.01
has_gas
0.00
MOST FREQUENT VALUES
0
2,215
15.2%
9
1,438
9.8%
2
1,350
9.2%
10
1,335
9.1%
6
1,323
9.1%
1
1,323
9.1%
5
1,203
8.2%
4
1,114
7.6%
3
1,060
7.3%
8
1,006
6.9%
7
850
5.8%
12
109
0.7%
11
86
0.6%
16
35
0.2%
17
32
0.2%
SMALLEST VALUES
0
2,215
15.2%
1
1,323
9.1%
2
1,350
9.2%
3
1,060
7.3%
4
1,114
7.6%
5
1,203
8.2%
6
1,323
9.1%
7
850
5.8%
8
1,006
6.9%
9
1,438
9.8%
10
1,335
9.1%
11
86
0.6%
12
109
0.7%
14
22
0.2%
15
25
0.2%
LARGEST VALUES
30
1
<0.1%
29
3
<0.1%
28
6
<0.1%
27
4
<0.1%
26
6
<0.1%
25
2
<0.1%
24
3
<0.1%
23
8
<0.1%
22
5
<0.1%
21
7
<0.1%
20
14
<0.1%
19
10
<0.1%
18
11
<0.1%
17
32
0.2%
16
35
0.2%
channel_MISSING
MISSING:
---
TOP CATEGORIES
0
10,881
74%
1
3,725
26%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
channel_MISSING
PROVIDES INFORMATION ON...
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.28
channel_lmkebamcaaclubfxadlmueccxoimlema
0.11
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.10
channel_usilxuppasemubllopkaafesmlibmsdf
0.09
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.08
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.06
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
churn
0.00
nb_prod_act
0.00
has_gas
0.00

THESE FEATURES
GIVE INFORMATION
ON channel_MISSING:
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.34
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.12
channel_lmkebamcaaclubfxadlmueccxoimlema
0.07
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.06
channel_usilxuppasemubllopkaafesmlibmsdf
0.05
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.03
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
nb_prod_act
0.00
churn
0.00
has_gas
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_MISSING
CORRELATION RATIO WITH...
months_activ
0.57
tenure
0.54
months_modif_prod
0.25
forecast_cons_12m
0.10
cons_12m
0.08
months_to_end
0.08
months_renewal
0.08
forecast_price_energy_off_peak
0.08
margin_gross_pow_ele
0.07
margin_net_pow_ele
0.07
cons_last_month
0.06
peak_mid_peak_fix_mean_diff
0.05
off_peak_peak_var_max_monthly_diff
0.05
peak_mid_peak_fix_max_monthly_diff
0.05
channel_ewpakwlliwisiwduibdlfmalxowmwpci
MISSING:
---
TOP CATEGORIES
0
13,713
94%
1
893
6%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
channel_ewpakwlliwisiwduibdlfmalxowmwpci
PROVIDES INFORMATION ON...
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.06
channel_MISSING
0.03
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
channel_usilxuppasemubllopkaafesmlibmsdf
0.02
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.00
nb_prod_act
0.00
churn
0.00
has_gas
0.00

THESE FEATURES
GIVE INFORMATION
ON channel_ewpakwlliwisiwduibdlfmalxowmwpci:
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.17
channel_MISSING
0.08
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.04
channel_lmkebamcaaclubfxadlmueccxoimlema
0.04
channel_usilxuppasemubllopkaafesmlibmsdf
0.03
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.01
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
nb_prod_act
0.00
churn
0.00
has_gas
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_ewpakwlliwisiwduibdlfmalxowmwpci
CORRELATION RATIO WITH...
tenure
0.13
months_activ
0.12
cons_last_month
0.07
cons_12m
0.06
months_renewal
0.06
months_to_end
0.06
months_modif_prod
0.04
var_year_price_off_peak_var
0.04
imp_cons
0.03
margin_net_pow_ele
0.03
margin_gross_pow_ele
0.03
off_peak_peak_var_max_monthly_diff
0.02
off_peak_peak_var_mean_diff
0.02
net_margin
0.02
channel_foosdfpfkusacimwkcsosbicdxkicaua
MISSING:
---
TOP CATEGORIES
0
7,852
54%
1
6,754
46%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
channel_foosdfpfkusacimwkcsosbicdxkicaua
PROVIDES INFORMATION ON...
channel_MISSING
0.34
channel_lmkebamcaaclubfxadlmueccxoimlema
0.23
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.20
channel_usilxuppasemubllopkaafesmlibmsdf
0.20
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.17
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.09
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.07
churn
0.01
has_gas
0.00
nb_prod_act
0.00

THESE FEATURES
GIVE INFORMATION
ON channel_foosdfpfkusacimwkcsosbicdxkicaua:
channel_MISSING
0.28
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.20
channel_lmkebamcaaclubfxadlmueccxoimlema
0.12
channel_usilxuppasemubllopkaafesmlibmsdf
0.09
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.08
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.06
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.06
churn
0.00
nb_prod_act
0.00
has_gas
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_foosdfpfkusacimwkcsosbicdxkicaua
CORRELATION RATIO WITH...
months_activ
0.34
tenure
0.32
months_modif_prod
0.21
peak_mid_peak_var_mean_diff
0.10
peak_mid_peak_var_max_monthly_diff
0.09
imp_cons
0.06
forecast_cons_12m
0.06
forecast_discount_energy
0.05
margin_net_pow_ele
0.05
margin_gross_pow_ele
0.05
cons_gas_12m
0.05
months_renewal
0.04
months_to_end
0.04
off_peak_mid_peak_var_mean_diff
0.04
channel_lmkebamcaaclubfxadlmueccxoimlema
MISSING:
---
TOP CATEGORIES
0
12,763
87%
1
1,843
13%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
channel_lmkebamcaaclubfxadlmueccxoimlema
PROVIDES INFORMATION ON...
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.12
channel_MISSING
0.07
channel_usilxuppasemubllopkaafesmlibmsdf
0.04
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.04
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.04
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
churn
0.01
nb_prod_act
0.00
has_gas
0.00

THESE FEATURES
GIVE INFORMATION
ON channel_lmkebamcaaclubfxadlmueccxoimlema:
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.23
channel_MISSING
0.11
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.07
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.04
channel_usilxuppasemubllopkaafesmlibmsdf
0.04
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
churn
0.00
nb_prod_act
0.00
has_gas
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_lmkebamcaaclubfxadlmueccxoimlema
CORRELATION RATIO WITH...
cons_12m
0.30
cons_last_month
0.21
peak_mid_peak_var_mean_diff
0.15
months_modif_prod
0.13
peak_mid_peak_var_max_monthly_diff
0.12
forecast_price_energy_peak
0.09
forecast_cons_12m
0.08
off_peak_peak_var_max_monthly_diff
0.07
off_peak_peak_var_mean_diff
0.07
net_margin
0.06
months_to_end
0.05
forecast_discount_energy
0.05
cons_gas_12m
0.05
imp_cons
0.04
channel_usilxuppasemubllopkaafesmlibmsdf
MISSING:
---
TOP CATEGORIES
0
13,231
91%
1
1,375
9%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
channel_usilxuppasemubllopkaafesmlibmsdf
PROVIDES INFORMATION ON...
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.09
channel_MISSING
0.05
channel_lmkebamcaaclubfxadlmueccxoimlema
0.04
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.03
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.01
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
nb_prod_act
0.00
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.00
has_gas
0.00
churn
0.00

THESE FEATURES
GIVE INFORMATION
ON channel_usilxuppasemubllopkaafesmlibmsdf:
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.20
channel_MISSING
0.09
channel_lmkebamcaaclubfxadlmueccxoimlema
0.04
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.02
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.02
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.00
nb_prod_act
0.00
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.00
has_gas
0.00
churn
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
channel_usilxuppasemubllopkaafesmlibmsdf
CORRELATION RATIO WITH...
months_activ
0.19
tenure
0.16
months_modif_prod
0.13
cons_12m
0.13
cons_last_month
0.11
off_peak_peak_var_max_monthly_diff
0.11
off_peak_peak_var_mean_diff
0.11
forecast_price_energy_off_peak
0.10
off_peak_mid_peak_var_mean_diff
0.10
off_peak_mid_peak_var_max_monthly_diff
0.09
off_peak_peak_fix_mean_diff
0.09
peak_mid_peak_fix_max_monthly_diff
0.08
forecast_price_energy_peak
0.08
peak_mid_peak_fix_mean_diff
0.08
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
MISSING:
---
TOP CATEGORIES
0
10,312
71%
1
4,294
29%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
PROVIDES INFORMATION ON...
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.37
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.17
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.08
channel_lmkebamcaaclubfxadlmueccxoimlema
0.04
channel_MISSING
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
churn
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.00
nb_prod_act
0.00
has_gas
0.00

THESE FEATURES
GIVE INFORMATION
ON origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws:
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.42
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.14
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.09
channel_lmkebamcaaclubfxadlmueccxoimlema
0.02
channel_MISSING
0.02
churn
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_usilxuppasemubllopkaafesmlibmsdf
0.00
nb_prod_act
0.00
has_gas
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
CORRELATION RATIO WITH...
tenure
0.22
months_activ
0.21
months_modif_prod
0.15
off_peak_mid_peak_var_mean_diff
0.13
peak_mid_peak_var_mean_diff
0.12
off_peak_mid_peak_var_max_monthly_diff
0.12
off_peak_peak_fix_mean_diff
0.12
forecast_price_energy_off_peak
0.12
peak_mid_peak_fix_max_monthly_diff
0.12
peak_mid_peak_fix_mean_diff
0.12
off_peak_peak_fix_max_monthly_diff
0.11
peak_mid_peak_var_max_monthly_diff
0.11
off_peak_mid_peak_fix_mean_diff
0.11
off_peak_mid_peak_fix_max_monthly_diff
0.10
origin_up_ldkssxwpmemidmecebumciepifcamkci
MISSING:
---
TOP CATEGORIES
0
11,458
78%
1
3,148
22%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
origin_up_ldkssxwpmemidmecebumciepifcamkci
PROVIDES INFORMATION ON...
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.25
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.14
channel_MISSING
0.06
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.06
channel_usilxuppasemubllopkaafesmlibmsdf
0.02
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
churn
0.00
nb_prod_act
0.00
has_gas
0.00

THESE FEATURES
GIVE INFORMATION
ON origin_up_ldkssxwpmemidmecebumciepifcamkci:
origin_up_lxidpiddsbxsbosboudacockeimpuepw
0.33
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.17
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.07
channel_MISSING
0.06
channel_usilxuppasemubllopkaafesmlibmsdf
0.01
channel_lmkebamcaaclubfxadlmueccxoimlema
0.01
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.00
nb_prod_act
0.00
churn
0.00
has_gas
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_ldkssxwpmemidmecebumciepifcamkci
CORRELATION RATIO WITH...
months_activ
0.25
tenure
0.22
months_modif_prod
0.12
peak_mid_peak_fix_max_monthly_diff
0.11
peak_mid_peak_fix_mean_diff
0.11
forecast_price_energy_off_peak
0.08
off_peak_peak_var_mean_diff
0.07
off_peak_peak_var_max_monthly_diff
0.07
off_peak_mid_peak_var_mean_diff
0.07
off_peak_mid_peak_var_max_monthly_diff
0.07
margin_net_pow_ele
0.06
margin_gross_pow_ele
0.06
off_peak_peak_fix_mean_diff
0.06
off_peak_peak_fix_max_monthly_diff
0.06
origin_up_lxidpiddsbxsbosboudacockeimpuepw
MISSING:
---
TOP CATEGORIES
0
7,509
51%
1
7,097
49%
ALL
14,606
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
origin_up_lxidpiddsbxsbosboudacockeimpuepw
PROVIDES INFORMATION ON...
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.42
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.33
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.20
channel_MISSING
0.12
channel_lmkebamcaaclubfxadlmueccxoimlema
0.07
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.04
churn
0.01
nb_prod_act
0.00
channel_usilxuppasemubllopkaafesmlibmsdf
0.00
has_gas
0.00

THESE FEATURES
GIVE INFORMATION
ON origin_up_lxidpiddsbxsbosboudacockeimpuepw:
origin_up_kamkkxfxxuwbdslkwifmmcsiusiuosws
0.37
origin_up_ldkssxwpmemidmecebumciepifcamkci
0.25
channel_foosdfpfkusacimwkcsosbicdxkicaua
0.20
channel_MISSING
0.10
channel_lmkebamcaaclubfxadlmueccxoimlema
0.04
channel_ewpakwlliwisiwduibdlfmalxowmwpci
0.01
churn
0.01
nb_prod_act
0.00
channel_usilxuppasemubllopkaafesmlibmsdf
0.00
has_gas
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
origin_up_lxidpiddsbxsbosboudacockeimpuepw
CORRELATION RATIO WITH...
months_activ
0.39
tenure
0.38
months_modif_prod
0.23
peak_mid_peak_var_mean_diff
0.14
peak_mid_peak_var_max_monthly_diff
0.13
imp_cons
0.09
margin_net_pow_ele
0.08
margin_gross_pow_ele
0.08
forecast_discount_energy
0.08
off_peak_mid_peak_fix_mean_diff
0.07
off_peak_mid_peak_fix_max_monthly_diff
0.07
off_peak_mid_peak_var_mean_diff
0.06
off_peak_peak_fix_mean_diff
0.06
off_peak_peak_fix_max_monthly_diff
0.06